PROFESSOR MONCEF GABBOUJ

LIST OF PUBLICATIONS (15.09.2016)

A. PEER REVIEWED SCIENTIFIC JOURNAL ARTICLES

1. E. J. Coyle, J.-H. Lin, and M. Gabbouj, "Optimal Stack Filtering and the Estimation and Structural Approaches to Image Processing," (Invited paper) IEEE Transactions on Acoustics, Speech, and Signal Processing, Vol. 37, no. 12, pp. 2037-2066, December 1989.

2. M. Gabbouj and E. J. Coyle, "Minimum Mean Absolute Error Stack Filtering With Structural Constraints," IEEE Transactions Acoustics, Speech, Signal Processing, Vol. ASSP-38, pp. 955-968, June 1990.

3. B. Zeng, M. Gabbouj, and Y. Neuvo, "A Unified Design Method for Rank Order, Stack and Generalized Stack Filters Based on Classical Bayes Decision," IEEE Transactions on Circuits and Systems, Vol. 38, No. 9, pp. 1003-1020, September 1991.

4. M. Gabbouj and E.J. Coyle, "On the LP Which Finds a MMAE Stack Filter," IEEE Transactions on Signal Processing, Vol. 39, No. 11, pp. 2419-2424, November 1991.

5. P. Haavisto, M. Gabbouj, and Y. Neuvo, "Median Based Idempotent Filters," Journal of Circuits, Systems and Computers, Vol. 1, No. 2, pp. 125-148, 1991.

6. M. Gabbouj, P.-T. Yu and E.J. Coyle, "Convergence Behavior and Root Signal Sets of Stack Filters," Circuits, Systems, and Signal Processing, Special issue on Median and Morphological Filtering, Vol. 11, No. 1, pp. 171-193, 1992.

7. M. Gabbouj, E.J. Coyle and N.C. Gallagher, Jr., "An Overview of Median and Stack Filtering," Circuits, Systems, and Signal Processing, Special issue on Median and Morphological Filtering, Vol. 11, No. 1, pp. 7-45, 1992.

8. Q. Wang, M. Gabbouj, and Y. Neuvo, "Root Signal Sets of Morphological Filters and Their Use in Variable-Length BTC Image Coding," Journal of Mathematical Imaging and Vision, Vol. 2, pp. 155-171, 1992.

9. Q. Wang, M. Gabbouj, and Y. Neuvo, "Root Properties of Morphological Filters," Signal Processing, Vol. 34, No. 2, pp. 131-148, November 1993.

10. Jacek Niewȩgłowski, Moncef Gabbouj and Yrjö Neuvo, "Weighted medians — positive Boolean functions conversion algorithms," Signal Processing, 1993, vol. 34, no. 2, pp. 149 -161.

11. T. Sun, M. Gabbouj and Y. Neuvo, "Center Weighted Median Filters: Some Properties and Application in Image Processing,” Signal Processing, Vol. 35, No. 3, pp. 213-229, February 1994.

12. T. Sun, M. Gabbouj and Y. Neuvo, "Adaptive L-Filters with Applications in Signal and Image Processing," Signal Processing, Special Issue on Nonlinear Digital Signal Processing, Vol. 38, No. 3, pp. 331-344, 1994.

13. R. Yang, M. Gabbouj, and P.-T. Yu, "Parametric Analysis of Weighted Order Statistic Filters," IEEE Signal Processing Letters, Vol. 1, No. 6, pp. 95-98, June 1994.

14. A.G. Bors and M. Gabbouj, "Minimal Topology for a Radial Basis Functions Neural Network for Pattern Classification," Digital Signal Processing, Academic Press, Vol. 4, No. 3, pp. 173-188, July 1994.

15. R. Yang, L. Yin, M. Gabbouj, J. Astola, and Y. Neuvo, "Optimal Weighted Median Filtering under Structural Constraints," IEEE Transactions on Signal Processing, Vol. 43, No. 3, pp. 591-604, March 1995.

16. T. Sun, M. Gabbouj, and Y. Neuvo, "Analysis of Two-Dimensional Center Weighted Median Filters," Multidimensional Systems and Signal Processing, Vol. 6, No. 2, pp. 159-172, April 1995.

17. R. Yang, M. Gabbouj and Y. Neuvo, "Fast Algorithms for Analyzing and Designing Weighted Median Filters," Signal Processing, Vol. 41, pp. 135-152, 1995.

18. H. Chen, R. Yang, M. Gabbouj, "On Root Structures and Convergence Properties of Weighted Median Filters," Journal of Circuits, Systems, and Computers, Vol. 14, No. 6, pp. 735-747, 1995.

19. L. Yin, R. Yang, M. Gabbouj, and Y. Neuvo, "Weighted Median Filters: A Tutorial," IEEE Transactions on Circuits

and Systems II: Analog and Digital Signal Processing, Vol. 43, No. 3, pp. 157-192, March 1996.

20. I. Tabus, D. Petrescu and M. Gabbouj, "A Training Framework for Stack and Boolean Filtering--Fast Optimal Design Procedures and Robustness Case Study," IEEE Transactions on Image Processing, Special Issue on Nonlinear Image Processing, Vol. 5, No. 6, pp. 809-826, June 1996.

21. I. Pitas, C. Kotropoulos, N. Nikolaidis, R. Yang, and M. Gabbouj, "Order Statistics Learning Vector Quantizer," IEEE Transactions on Image Processing, Special Issue on Nonlinear Image Processing, Vol. 5, No. 6, pp. 1048-1053, June 1996.

22. A. Moga and M. Gabbouj, "Parallel Image Component Labeling with Watershed Transformation," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 5, May 1997, pp. 441-450.

23. M. Karczewicz and M. Gabbouj, "ECG Data Compression by Spline Approximation," Signal Processing, Vol. 59, No. 1, pp. 43-59, 1997.

24. L. Khriji and M. Gabbouj, "Median-Rational Hybrid Filters for Image Restoration", Electronic Letters, vol.34 No.10 pp. 977-979, May 1998.

25. A. Moga and M. Gabbouj, "Parallel Marker-Based Image Segmentation with Watershed Transformation," Journal of Parallel and Distributed Computing, JPDC-51 (1): 27-45, May 1998.

26. M. Karczewicz and M. Gabbouj, "Robust B-Spline Image Modeling with Application to Image Processing," IEEE Transactions on Image Processing, Vol. 7, No. 6, June 1998, pp. 912-917.

27. A. Moga, B. Cramariuc and M. Gabbouj, "Parallel Watershed Transformation Algorithms for Image Segmentation," Parallel Computing, (24) 14 (Nov. 1998) pp. 1981-2001.

28. H. Jaakkola, M. Gabbouj and Y. Neuvo, “Fundamentals of Technology Diffusion and Mobile Phone Case Study,” Circuits Systems and Signal Processing, Vol. 17, No. 3, 1998, pp. 421-448.

29. R. Hamila, J. Astola, F. A. Cheikh, M. Gabbouj and M. Renfors, “Teager Energy and the Ambiguity Function,” IEEE Transactions on Signal Processing, vol. 47, no. 1, pp. 260–262, January 1999.

30. L. Khriji and M. Gabbouj, "A Class of Multichannel Image Processing Filters", IEE Electronic Letters, vol. 35, no. 4, pp. 285-287, February 1999.

31. D. Petrescu, I. Tabus and M. Gabbouj, "Prediction Capabilities of Boolean and Stack Filters for Lossless Image Compression,” Multidimensional Systems and Signal Processing, Volume 10, April 1999, pp. 161-187.

32. L. Khriji, F. Alaya Cheikh and M. Gabbouj, "High-Resolution digital Resampling Using Vector Rational," Optical Engineering, 38 (5) pp.893-901, May 1999.

33. L. Khriji and M. Gabbouj, "Vector Median-Rational Hybrid Filters for Multichannel Image Processing," IEEE Signal Processing Letters, vol.6, no. 7, pp. 186-190, July 1999.

34. Doina Petrescu, Ioan Tabus and Moncef Gabbouj, "L-M-S Filters for Image Restoration Applications," IEEE Transactions on Image Processing, vol. 8, no. 9, September 1999, pp. 1299-1305.

35. Lazhar Khriji and Moncef Gabbouj, “A New Class of Multichannel Image Processing Filters: Vector Median-Rational Hybrid Filters,” IEICE Transactions on Information and Systems, vol. E82-D, No. 12, pp. 1589-1596, December 1999.

36. Lazhar Khriji, G. Bernacchia, M. Gabbouj and G.L. Sicuranza, “Programmable Hardware System for a Class of Nonlinear Order Statistics Rational Hybrid Filters,” IEE Electronics Letters, Vol. 36, No. 10, pp. 922-923, May 2000.

37. Lazhar Khriji and Moncef Gabbouj, “Adaptive Order Statistics Rational Hybrid Filters for Multichannel Image Processing,” IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E84-A, no. 2, February 2001, pp. 422-431.

38. Ilya Shmulevich, Moncef Gabbouj and Jaakko Astola, “Complexity of the consistency problem for certain post classes,” IEEE Transactions on Systems, Man, and Cybernetics—PART B: Cybernetics, Vol. 31, No. 2, April 2001, pp. 251-253.

39. Azhar Quddus and Moncef Gabbouj, “Wavelet-based corner detection technique using optimal scale,” Pattern Recognition Letters, 23, issue 1-3 (2002) 215-220.

40. Faouzi Alaya-Cheikh, Bogdan Cramariuc, Mari Partio, Pasi Reijonen and Moncef Gabbouj, “Ordinal Measure Based Shape Correspondence,” Journal of Applied Signal Processing, Special issue on Image Analysis for Multimedia Interactive Services – Part I, Vol. 2002, No. 4, pp. 362-371, April 2002.

41. Lazhar Khriji and Moncef Gabbouj, “Adaptive Fuzzy Order Statistics-Rational Hybrid Filters for Colour Image Processing,” International Journal on Fuzzy Sets and Systems, vol. 128, No. 1, pp. 35-46, May 2002.

42. Miska M. Hannuksela, Ye-Kui Wang, and Moncef Gabbouj, “Isolated Regions in Video Coding,” IEEE Transactions on Multimedia, vol. 6, no. 2, April 2004, pp. 259-267.

43. Lazhar Khriji, Mahmoud Meribout, Moncef Gabbouj, A. Al-Naamany, “Fuzzy-Based Filtering of Multichannel Images (Invited Paper),” International Journal of Computational Cognition, Volume 2, Number 4, Pages 115–139, December 2004.

44. S. Tsekeridou, F. Alaya Cheikh, M. Gabbouj, I. Pitas, “Vector Rational Interpolation Schemes for Erroneous Motion Field Estimation Applied to MPEG-2 Error Concealment,” IEEE Transactions on Multimedia, Vol. 6, No. 6, December 2004, pp. 876-885.

45. Lazhar Khriji, M. Meribout and Moncef Gabbouj, “Detection and removal of video defects using rational-based techniques,” Elsevier Science, Advances in Engineering Software, vol. 36, issue 7 (2005) 487–495.

46. Serkan Kiranyaz and Moncef Gabbouj, "Novel Multimedia Retrieval Technique: Progressive Query (Why wait?)", in IEE Proc. Vision, Image & Signal Processing, vol. 152, no. 3, May 2005, pp. 356-366.

47. Serkan Kiranyaz, Ahmad F. Qureshi, and Moncef Gabbouj, "A Generic Audio Classification and Segmentation Approach for Multimedia Indexing and Retrieval," IEEE Transactions on Audio, Speech and Language Processing, vol. 13, no. 3, May 2006, pp. 1062-1081.

48. Serkan Kiranyaz and Moncef Gabbouj, "A Generic Content-Based Audio Indexing and Retrieval Framework", in IEE Proceedings Vision, Image and Signal Processing, vol. 153, no. 3, June 2006, pp. 285-297.

49. Chabane Djeraba, Moncef Gabbouj and Patrick Bouthemy, “Multimedia indexing and retrieval: ever great challenges,” Editorial, Multimedia Tools and Applications, special issue, Part I Video and Audio; vol. 30, no. 3, September 2006, pp. 221-228.

50. Serkan Kiranyaz, Miguel Ferreira, Moncef Gabbouj, "Automatic Object Extraction over Multi-Scale Edge Field for Multimedia Retrieval", in IEEE Transactions on Image Processing, vol. 15, no. 12, pp. 3759-3772, December 2006.

51. Serkan Kiranyaz, Moncef Gabbouj, "Hierarchical Cellular Tree: An Efficient Indexing Scheme for Content-based Retrieval on Multimedia Databases", IEEE Transactions on Multimedia, vol. 9, no. 1, January 2007, pp. 102-119.

52. Mari Partio, Bogdan Cramariuc, and Moncef Gabbouj, “An Ordinal Co-occurrence Matrix Framework for Texture Retrieval,” EURASIP Journal on Image and Video Processing, vol. 2007, Article ID 17358, 15 pages, 2007.

53. Mehdi Rezaei, Miska Hannuksela and Moncef Gabbouj, “Tune-in Time Reduction in Video Streaming over DVB-H,” in IEEE Transactions on Broadcasting, Special Issue on Mobile Multimedia Broadcasting, vol. 53, no. 1, Part 2, March 2007, pp. 320-328.

54. Serkan Kiranyaz, Miguel Ferreira and Moncef Gabbouj, “A generic shape/texture descriptor over multiscale edge field: 2-D walking ant histogram,” IEEE Transactions on Image Processing, Volume 17, Issue 3, March 2008, pp. 377 - 391.

55. Mehdi Rezaei, Miska Hannuksela and Moncef Gabbouj, “Fuzzy rate controller for variable bit rate video,” IEEE Transactions on Circuits and Systems for Video Technology, Volume 18, Issue 5, May 2008, pp. 633 - 645.

56. Esin Guldogan and Moncef Gabbouj, “Feature Selection for Content-based Image Retrieval”, Signal, Image and Video Processing, Vol. 2, No. 3, September 2008, pp. 241-250.

57. Mehdi Rezaei, Imed Bouazizi and Moncef Gabbouj, “Joint Video Coding and Statistical Multiplexing for Broadcasting over DVB-H Channels,” IEEE Transactions on Multimedia, vol. 10, no. 8, December 2008, pp. 1455-

1464.

58. Jin Li, Moncef Gabbouj and Jarmo Takala, “Hybrid Modeling of Intra-DCT Coefficients for Real-Time Video Encoding,” EURASIP Journal on Image and Video Processing, Volume 2008 (2008), Article ID 749172, 13 pages, doi:10.1155/2008/7491722009.

59. Mehdi Rezaei, Imed Bouazizi and Moncef Gabbouj, “Statistical Time-Frequency Multiplexing of HD Video Traffic in DVB-T2,” International Journal of Digital Multimedia Broadcasting, vol. 2009, Article ID 186960, 2009.

60. Ying Chen, Ye-Kui Wang, Kemal Ugur, Miska Hannuksela, Jani Lainema and Moncef Gabbouj, “The Emerging MVC Standard for 3D Video Services,” Eurasip Journal on Advances in Signal Processing, vol. 2009, Article ID 786015, 2009.

61. Kemal Ugur, Dmytro Rusanovskyy, Antti Hallapuro, Jani Lainema, Moncef Gabbouj, "Efficient implementation of adaptive interpolation filters for low complexity video coding," IEEE Transactions on Consumer Electronics, Volume 55, Issue 1, February 2009, pp. 257 - 263.

62. Dmytro Rusanovskyy, Kemal Ugur, Antti Hallapuro, Jani Lainema, Moncef Gabbouj, ”Video Coding with Low Complexity Directional Adaptive Interpolation Filters,” IEEE Transactions on Circuits and Systems for Video Technology, Volume 19, Issue 8, Aug. 2009, pp. 1239 - 1243.

63. Mehdi Rezaei, Imed Bouazizi and Moncef Gabbouj, “Implementing Statistical Multiplexing in DVB-H,” International Journal of Digital Multimedia Broadcasting, vol. 2009, Article ID 261231, 2009.

64. Turker Ince, Serkan Kiranyaz and Moncef Gabbouj, “A Generic and Robust System for Automated Patient-Specific Classification of Electrocardiogram Signals,” IEEE Transactions on Biomedical Engineering, Volume 56, Issue 5, May 2009, pp. 1415 - 1426.

65. Yi Guo, Ying Chen, Ye-Kui Wang, Houqiang Li, Miska Hannuksela, Moncef Gabbouj, “Error Resilient Coding and Error Concealment in Scalable Video Coding,” IEEE Transactions on Circuits and Systems for Video Technology, Volume 19, Number 6, June 2009, pp. 781-795.

66. Serkan Kiranyaz, Turker Ince, Alper Yildirim and Moncef Gabbouj, “Evolutionary Artificial Neural Networks by Multi-Dimensional Particle Swarm Optimization”, Neural Networks, doi:10.1016/j.neunet.2009.05.013, vol. 22, no. 10, pp. 1448-1462 June 2009.

67. Mehdi Rezaei, Imed Bouazizi, and Moncef Gabbouj, “Fuzzy joint encoding and statistical multiplexing of multiple video sources with independent quality of services for streaming over DVB-H,” International Journal of Innovative Computing, Information and Control,, vol. 5, no. 7, July 2009, pp. 1837-1850.

68. Esin Guldogan and Moncef Gabbouj, “System Profiles in Content-Based Image Indexing and Retrieval”, Journal of Signal Image and Video Processing, DOI 10.1007/s11760-009-0137-0, 2009.

69. Serkan Kiranyaz, Stefan Uhlmann, Turker Ince and Moncef Gabbouj, "Perceptual Dominant Color Extraction by Multi-Dimensional Particle Swarm Optimization," EURASIP Journal on Advances in Signal Processing, vol. 2009 (2009), Article 451638, 13 pages, doi:10.1155/2009/451638.

70. Serkan Kiranyaz, Murat Birinci and Moncef Gabbouj, "Perceptual Color Descriptor Based on Spatial Distribution: a Top-Down Approach," Image and Vision Computing (2010), doi: 10.1016/j.imavis.2010.01.012.

71. Elina Helander, Tuomas Virtanen, Jani Nurminen, and Moncef Gabbouj, “Voice Conversion Using Partial Least Squares Regression,” IEEE Transactions on Audio, Speech, and Language Processing, vol. 10, no. 5, 2010, pp. 912-921.

72. Junyong You, Ulrich Reiter, Miska Hannuksela, Moncef Gabbouj and Andrew Perkis, “Perceptual-based Quality Assessment for Audio-visual Services: A Survey," Journal of Signal Processing: Image Communication, vol 25, no. 7, 2010, doi:10.1016/j.image.2010.02.002, March 2010, pp. 482-501.

73. Serkan Kiranyaz, Turker Ince, Alper Yildirim and Moncef Gabbouj, “Fractional Particle Swarm Optimization in Multi-Dimensional Search Space,” IEEE Transactions on Systems, Man, and Cybernetics: Part B, vol. 40, no. 2, April 2010, pp. 298-319.

74. Turker Ince, Serkan Kiranyaz, Jenni Pulkkinen, and Moncef Gabbouj, “Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis,” Expert Systems with Applications, Article ID 4730, doi:10.1016/j.eswa.2010.05.033, 2010.

75. Lukasz Kondrad, Vinod Kumar Malamal Vadakital, Imed Bouazizi, Miika Tupala and Moncef Gabbouj, "Cross Layer Optimization of DVB-T2 System for Mobile Services," International Journal of Digital Multimedia Broadcasting, Special Issue on IP and Broadcasting Systems Convergence, Volume 2010 (2010), Article ID 435405, doi:10.1155/2010/435405.

76. Serkan Kiranyaz, Turker Ince, and Moncef Gabbouj, “Stochastic Approximation Driven Particle Swarm Optimization with Simultaneous Perturbation (Who will guide the guide?)”, Applied Soft Computing Journal 11 (2011), pp. 2334-2347, DOI: 10.1016/j.asoc.2010.07.022.

77. Iftikhar Ahmad and Moncef Gabbouj, “A Generic Content-Based Image Retrieval Framework for Mobile Devices,” Multimedia Tools and Applications, Volume 55, Issue 3 (2011), pp. 423-442, DOI 10.1007/s11042-010-0556-5.

78. Serkan Kiranyaz, Jenni Pulkkinen, and Moncef Gabbouj, “Multi-dimensional Particle Swarm Optimization in Dynamic Environments,” Expert Systems with Applications, 10.1016/j.eswa.2010.08.009, vol. 38, pp. 2212–2223, 2011.

79. Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen and Moncef Gabbouj, "Personalized long-term ECG classification: A systematic approach," Expert Systems with Applications, vol. 38, 2011, pp. 3220–3226, doi:10.1016/j.eswa.2010.09.010.

80. Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro and Moncef Gabbouj, “Video Coding Using Spatially Varying Transform,” IEEE Transactions on Circuits and Systems for Video Technology, Vol. 21, Issue. 2, pp. 127-140, Feb 2011.

81. Vinod Kumar Malamal Vadakital and Moncef Gabbouj, “Prediction and transmission optimization of video guaranteeing a bounded zapping-delay in DVB-H,” IEEE Trans. Broadcasting, vol. 57, no. 2, pp. 231–245, 2011.

82. Victor Popa, Jani Nurminen and Moncef Gabbouj, “A Study of Bilinear Models in Voice Conversion,” Journal of Signal and Information Processing, Vol.2, No.2, 2011, pp. 125-139.

83. Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj, J. Arje, Salme Karkkainen, Ville Tirronen, Martti Juhola, T. Turpeinen and Kristian Meissner, "Classification and retrieval on macroinvertebrate image databases," Computers in Biology and Medicine, vol. 41, no. 7, pp. 463-472, 2011.

84. Elina Helander, Hanna Silén, Tuomas Virtanen, and Moncef Gabbouj, "Voice Conversion Using Dynamic Kernel Partial Least Squares Regression," IEEE Transactions on Audio, Speech, and Language Processing, DOI: 10.1109/TASL.2011.2165944, Vol. 20, No. 3, March 2012, pp. 806-817.

85. Lukasz Kondrad, Imed Bouazizi and Moncef Gabbouj, "LDPC FEC code extension for unequal error protection in DVB-T2 system: design and evaluation," International Journal of Digital Multimedia Broadcasting, vol. 2012, Article ID 834924, 11 pages, 2012. doi:10.1155/2012/834924.

86. Jin Li, Moncef Gabbouj, and Jarmo Takala, “Zero-Quantized Inter DCT Coefficient Prediction for Real-Time Video Coding,” IEEE Transactions on Circuits and Systems for Video Technology, Volume: 22, Issue: 2, Digital Object Identifier: 10.1109/TCSVT.2011.2160749, 2012 , Page(s): 249 – 259.

87. Turker Ince, Serkan Kiranyaz, and Moncef Gabbouj, “Evolutionary RBF Classifier for Polarimetric SAR Images,” Expert Systems with Applications, Vol. 39, pp. 4710 – 4717, April 2012.

88. Chenghao Liu, Imed Bouazizi, Miska M. Hannuksela, and Moncef Gabbouj, "Rate adaptation for dynamic adaptive streaming over HTTP in content distribution network," Signal Processing: Image Communications, vol. 27, no. 4, April 2012, DOI:10.1016/j.image.2011.10.001, pp. 288-311.

89. Francesco Cricri, Kostadin Dabov, Mikko Roininen, Sujeet Mate, Igor Curcio and Moncef Gabbouj, "Multimodal Semantics Extraction from User Generated Videos," Advances in Multimedia, vol. 2012, Article ID 292064, 17 pages, 2012, doi:10.1155/2012/292064.

90. Francesco Cricri, Kostadin Dabov, Igor Curcio, Sujeet Mate and Moncef Gabbouj, "Multimodal Extraction of Events

and Information about the Recording Activity in User Generated Mobile Videos," Multimedia Tools and Applications, 2012, 10.1007/s11042-012-1085-1.

91. Serkan Kiranyaz, Toni Mäkinen and Moncef Gabbouj, "Dynamic and Scalable Audio Classification by Collective Network of Binary Classifiers Framework: An Evolutionary Approach," Neural Networks, 34 (2012), doi:10.1016/j.neunet.2012.07.003, pp. 80-95.

92. Serkan Kiranyaz, Turker Ince, Stefan Uhlmann and Moncef Gabbouj, "Collective Network of Binary Classifier Framework for Polarimetric SAR Image Classification: An Evolutionary Approach," IEEE Transactions on Systems, Man and Cybernetics - Part B: Cybernetics, Vol. 42, No. 4, August 2012, pp. 1169-1186.

93. Toni Mäkinen, Serkan Kiranyaz, Jenni Raitoharju, and Moncef Gabbouj, "An evolutionary feature synthesis approach for content-based audio retrieval," EURASIP Journal on Audio, Speech, and Music Processing, Springer, 2012, 2012:23, DOI: 10.1186/1687-4722-2012-23.

94. Yan Zhao, Hexin Chen, Shigang Wang, Moncef Gabbouj, "An improved method of detecting edge direction for spatial error concealment," Journal of Multimedia, 2012, vol. 7, no. 3, pp. 262-268.

95. Xiaoni Li, Hexin Chen, Mian Shu Chen, Moncef Gabbouj, "Audio-video synchronous coding based on motion estimation in H.264," Jilin Daxue Xuebao, 2012, vol. 42, no. 5, pp. 1321-1326.

96. Payman Aflaki, Miska M. Hannuksela, Dmytro Rusanovskyy and Moncef Gabbouj, "Nonlinear Depth Map Resampling for Depth-Enhanced 3D Video Coding," IEEE Signal Processing Letters, vol. 20, no. 1, pp. 87-90, January 2013.

97. Esin Guldogan, Thomas Olsson, Else Lagerstam and Moncef Gabbouj, "Instance Based Personalized Multi-form Image Browsing and Retrieval," Multimedia Tools and Applications, DOI 10.1007/s11042-012-1249-z, Springer 2012.

98. Chenghao Liu, Miska M. Hannuksela, and Moncef Gabbouj, “Client-driven joint cache management and rate adaptation for dynamic adaptive streaming over HTTP,” International journal of digital multimedia broadcasting, vol. 2013, Article ID 471683, 16 pages, 2013. doi:10.1155/2013/471683.

99. Payman Aflaki, Miska M. Hannuksela, and Moncef Gabbouj, "Subjective quality assessment of asymmetric stereoscopic 3D video," Springer Journal of Signal, Image and Video Processing, DOI 10/1007/s11760-013-0439-0, 2013.

100. Je-Wong Kang, Moncef Gabbouj and C.-C. Jay Kuo, "Sparse/DCT (S/DCT) two-layered representation of prediction residuals for video coding," IEEE Transactions on Image Processing, vol. 22, no. 7, July 2013, pp. 2711-2722.

101. Miska M. Hannuksela, Dmytro Rusanovskyy, Wenyi Su, Lulu Chen, Ri Li, Payman Aflaki, Deyan Lan, Michal Joachimiak, Houqiang Li and Moncef Gabbouj, "Multiview-video-plus-depth coding based on the advanced video coding standard," IEEE Transactions on Image Processing, vol. 22, no. 9, September 2013.

102. Evgeny Belyaev, Karen Egiazarian and Moncef Gabbouj, "A low-complexity bit-plane entropy coding and rate control for 3-D DWT based video coding," IEEE Transactions on Multimedia, vol. 15, no. 8, pp. 1786-1799, 2013.

103. Evgeny Belyaev, Andrey Turlikov, Karen Egiazarian and Moncef Gabbouj, "An efficient adaptive binary arithmetic coder with low memory requirement," IEEE Journal of Selected Topics in Signal Processing, DOI 10.1109/JSTSP.2013.2269272, vol.7, no.6, pp. 1053-1061, 2013.

104. E. Belyaev, K. Egiazarian, M.Gabbouj and K. Liu, ”A Low-Complexity joint source-channel video coding for 3-D DWT codec,” Journal of Communications, vol. 8, no. 12, December 2013.

105. Tiecheng Song, Fanman Meng, Qingbo Wu, Bing Luo, Bing Zeng and Moncef Gabbouj, "Noise-Robust Texture Description Using Local Contrast Patterns via Global Measures," IEEE Signal Processing Letters, 2013, vol. 21, no. 1, January 2014, pp. 93-96.

106. Francesco Cricri, Mikko Roininen, J. Leppänen, Sujeet Mate, Igor D.D. Curcio, Moncef Gabbouj, “Sport Type Classification of Mobile Videos,” IEEE Transactions on Multimedia, vol. 16, no. 4, June 2014, pp. 917-932.

107. Henry Joutsijoki, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Jenni Raitoharju, Johanna Arje, Salme Karkkainen, Ville Tirronen, Tuomas Turpeinen, and Martti Juhola, “Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinveertebrates,” Ecological Informatics, no. 20, 2014, pp. 1-12.

108. Bing Zeng, Siu-Kei Au Yeung, Shuyuan Zhu and Moncef Gabbouj, "Perceptual Encryption of H.264 Videos: Embedding Sign-Flips into the Integer-based Transforms," IEEE Transactions on Information Forensics & Security, vol. 9, no. 2, February 2014, pp. 309-320.

109. Payman Aflaki, Miska M Hannuksela, Hamed Sarbolandi, Moncef Gabbouj, "Simultaneous 2D and 3D perception for stereoscopic displays based on polarized or active shutter glasses," Journal of Visual Communication and Image Representation, vol. 25, no. 4, May 2014, pp. 622-631.

110. Stefan Uhlmann, Serkan Kiranyaz and Moncef Gabbouj, "Semi-supervised Learning for Ill-posed Polarimetric SAR Classification," Remote Sensing, vol. 6, no. 6, DOI:10.3390/rs6064801, 2014, pp. 4801-4830.

111. Alireza Aminlou, Jani Lainema, Kemal Ugur, Miska M. Hannuksela and Moncef Gabbouj, ”Differential Coding Using Enhanced Inter-Layer Reference Picture for the Scalable Extension of H.265/HEVC Video Codec,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 11, November 2014, pp. 1945-1955.

112. T. Efimushkina, M. Gabbouj, K. Samuylov, “Analytical model in discrete time for cross-layer video communication over LTE,” Automatic Control and Computer Sciences, 2015, Volume 48, Issue 6, pp. 345-357.

113. Evgeny Belyaev, Alexey Vinel, Adam Surak, and Moncef Gabbouj, Magnus Jonsson and Karen Egiazarian, ”Robust vehicle-to-infrastructure video transmission for road surveillance applications,” IEEE Transactions on Vehicular Technology, vol. 64, no. 7, July 2015, Volume: 64, Issue: 7, Pages: 2991 - 3003, DOI: 10.1109/TVT.2014.2354376.

114. Kaveh Samiee, Peter Covacs and Moncef Gabbouj, ”Epileptic Seizure Classification of EEG time-series using Rational Discrete Short Time Fourier Transform,” IEEE Transaction on Biomedical Engineering, vol. 62, no. 2, February 2015, pp. 541-552.

115. Evgeny Belyaev, Kai Liu, Moncef Gabbouj and YunSong Li, "An efficient adaptive binary range coder and its VLSI architecture," IEEE Transactions on Circuits and Systems for Video Technology, 2015, Volume: 25, Issue: 8, Pages: 1435 - 1446, DOI: 10.1109/TCSVT.2014.2372291.

116. Michal Joachimiak, Miska M. Hannuksela, Moncef Gabbouj, “View upsampling optimization for mixed resolution 3D video coding,” Multidimensional Systems and Signal Processing, DOI 10.1007/s11045-015-0332-9, May 2015, pp. 1-21.

117. Serkan Kiranyaz, Turker Ince, and Moncef Gabbouj, “Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks,” IEEE Transactions on Biomedical Engineering, 2015, DOI: 10.1109/TBME.2015.2468589.

118. Alexandros Iosifidis and Moncef Gabbouj, “On the kernel Extreme Learning Machine speedup,” Pattern Recognition Letters, D.O.I. 10.1016/j.patrec.2015.09.015.

119. F. Meng, H. Li, S. Zhu, B. Luo, C. Huang, B. Zeng, and M. Gabbouj, “Constrained Directed Graph Clustering and Segmentation Propagation for Multiple Foregrounds Co-segmentation,” IEEE Transactions on Circuits and Systems for Video Technology, 2015, DOI: 10.1109/TCSVT.2015.2402891.

120. A. Aminlou, M. Hashemi, M. Gabbouj, B. Zeng, O. Fatemi, “A New R-D Optimization Criterion for Fast Mode Decision Algorithms in Video Coding and Transrating,” IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2015.2412811, vol. 26, no. 4, April 2016, pp. 696-710.

121. R.M. Garimella, M. Gabbouj, and I. Ahmad, “Image Retrieval: Information and Rough Set Theories,” Procedia Computer Science. 54, p. 631-637, 2015.

122. Jenni Raitoharju, Serkan Kiranyaz and Moncef Gabbouj, “Training Radial Basis Function Neural Networks for Classification via Class-specific Clustering," IEEE Transactions on Neural Networks and Learning Systems, accepted 2015.

123. Jimin Xiao, M.M. Hannuksela, T. Tillo, M. Gabbouj, Ce Zhu; Yao Zhao, “Scalable Bit Allocation Between Texture and Depth Views for 3-D Video Streaming Over Heterogeneous Networks,” IEEE Transactions on Circuits and Systems for Video Technology, 2015, Volume: 25, Issue: 1, Pages: 139 - 152, DOI: 10.1109/TCSVT.2014.2334011.

124. Alexandros Iosifidis and Moncef Gabbouj, “Nyström-based approximate kernel subspace learning,” Pattern Recognition, accepted 12 March 2016.

125. Mikko Roininen, J. Leppanen, A. Eronen, Igor Curcio and Moncef Gabbouj, “Modeling the Timing of Cuts in Automatic Editing of Concert Videos,” Multimedia Tools and Applications, DOI 10.1007/s11042-016-3304-7, pp. 1-25, 20 February 2016.

126. Ezgi Ozan Can, Serkan Kiranyaz and Moncef Gabbouj, “K-Subspaces Quantization for Approximate Nearest Neighbor Search," IEEE Transactions on Knowledge and Data Engineering, accepted 2016.

127. Alexandros Iosifidis and Moncef Gabbouj, “Multi-class Support Vector Machine Classifiers using Intrinsic and Penalty Graphs," Pattern Recognition, vol. 55, July 2016, pp. 231-246.

128. Caglar Aytekin, Serkan Kiranyaz and Moncef Gabbouj, Extended Quantum Cuts for Unsupervised Salient Object Extraction," Multimedia Tools and Applications, accepted 2016.

129. Chen Chen, Shuyuan Zhu, Bing Zeng and Moncef Gabbouj, “A New Block-Based Method for HEVC Intra Coding,” IEEE Transaction on Circuits and Systems for Video Technology, accepted 2016.

130. Caglar Aytekin, Serkan Kiranyaz, Alexandros Iosifidis and Moncef Gabbouj, “Recent Advances in Salient Object Dection- Towards Object Recognition in Bid Media Data,” Futura -- Big Data, vol. 35, no. 2, pp. 80-92, 2016.

131. Shuaicheng Liu, Binhan Xu, Chuang Den, Shuyuan Zhu, Bing Zeng and Moncef Gabbouj, “A Hybrid Approach for Near-Range Video Stabilization,” IEEE Transaction on Circuits and Systems for Video Technology, accepted 2016.

132. Xiaoni Li, Mianshu Chen, Zhowei Qu, Jimin Xiao and Moncef Gabbouj, “An effective CU size decision method for quality scalability in SHVC,” Multimedia Tools and Applications, DOI 10.1007/s11042-016-3460-9, 2016.

133. Serkan Kiranyaz, Turker Ince, Levent Eren, M. Askar and Moncef Gabbouj, “Real-Time Motor Fault Detection by 1D Convolutional Neural Networks,” IEEE Transaction on Industrial Electronics, DOI: 10.1109/TIE.2016.2582729, accepted 2016.

134. Alexandros Iosifidis and Moncef Gabbouj, “Scaling up Class-Specific Kernel Discriminant Analysis for large-scale Face Verification,” IEEE Transactions on Information Forensics & Security, accepted 2016.

135. Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj, “Competitive Quantization for Approximate Nearest Neighbor Search,” IEEE Transactions on Knowledge and Data Engineering, accepted 2016.

136. Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj, “Feature synthesis for image classification and retrieval via one-against-all perceptrons,” Neural Computing and Applications, 29 July 2016, p. 1-15.

137. Ronald K. Pearson, Yrjö Neuvo, Jaakko Astola and Moncef Gabbouj, “Generalized Hampel Filters,” Eurasip Journal on Advances in Signal Processing, 2016, DOI: 10.1186/s13634-016-0383-6, 1 Dec. 2016.

138. Heng Guo, Shuaicheng Liu, Tong He, Shuyuan Zhu, Bing Zeng and Moncef Gabbouj, “Joint Video Stitching and Stabilization from Moving Cameras," IEEE Transactions on Image Processing, DOI: 10.1109/TIP.2016.2607419, accepted 2016.

B. Book Chapters and Proceedings

139. C.F.N. Cowan, E.J. Coyle, M. Gabbouj, V.J. Mathews, I. Pitas and G. Sicuranza, “Introduction to Nonlinear Signal Processing,” Chapter 1 in Circuits and Systems Tutorials, C. Toumazou, ED., Oxford, UK, IEEE ISCAS’94, 1994, pp. 1-4.

140. Moncef Gabbouj, "Weighted Median Filtering -- Striking Analogies to FIR Filters," in Circuits and Systems Tutorials, C. Toumazou, ED., Oxford, UK, IEEE ISCAS’94, 1994, pp. 5-21.

141. S. Peltonen, P. Kuosmanen, K. Egiazarian, M. Gabbouj and J. Astola, ”Analysis and optimization of weighted order statistics and stack filters,” in Nonlinear Image Processing, S.K. Mitra and G.L. Sicuranza, Eds., Academic Press, 2001.

142. Doina Petrescu, Ioan Tabus, Moncef Gabbouj, “Optimal Design of Boolean and Stack Filters and Their Application in Image Processing,” in Nonlinear Model Based Image/Video Processing and Analysis, C. Kotropoulos, I. Pitas (Editors) ISBN: 0-471-37735-X, Wiley Interscience, pp. 15-58, April 2001.

143. Ye-Kui Wang, Miska M. Hannuksela, Kerem Caglar and Moncef Gabbouj, “Improved Error Concealment Using Scene Information,” in Visual Content Processing and Representation, Lecture Notes in Computer Science, vol. 2849, Springer 2003, and presented at the 8th International Workshop, VLBV 2003, Narciso Garcia, José M. Martinez and Luis Salgado, Eds., Madrid, Spain, 18-19 September 2003, pp. 283-289.

144. Ye-Kui Wang, Miska M. Hannuksela and Moncef Gabbouj, “Error Resilient Video Coding Using Unequally Protected Key Pictures,” in Visual Content Processing and Representation, Lecture Notes in Computer Science, vol 2849, Springer 2003, also presented at the 8th International Workshop, VLBV 2003, N. Garcia, J. M. Martinez and L. Salgado, Eds., Madrid, Spain, 18-19 September 2003, pp. 290-297.

145. R.K. Pearson and M. Gabbouj, “Finite-Set Signal Processing,” in Advances in Nonlinear Signal and Image Processing, S. Marshall and G. L. Sicuranza (Editors), Hindawi Publishing Corporation, 2006, pp. 49-78.

146. Iftikhar Ahmad and Moncef Gabbouj, “Audio-Visual Multimedia Retrieval on Mobile Devices,” in Multimedia Services in Intelligent Environments – Advanced Tools and Methodologies, Series: Studies in Computational Intelligence, vol. 120, George A. Tsihrintzis and Lakhmi C. Jain, Editors, 2008.

147. Cixun Zhang, Kemal Ugur, Jani Lainema and Moncef Gabbouj, “Video Coding Using Spatially Varying Transform,” in Advances in Image and Video Technology, Lecture Notes in Computer Science, vol. 5414, Springer 2009.

148. Ronald K. Pearson and Moncef Gabbouj, "Algebraic Characterization of Nonlinear Digital Filters," in Festschrift in Honor of Jaakko Astola on the Occasion of his 60th Birthday. Ioan Tabus, Karen Egiazarian and Moncef Gabbouj, (Eds), Tampere International Center for Signal Processing, TICSP Series # 47, 2009, pp. 145-168.

149. Serkan Kiranyaz, Turker Ince, and Moncef Gabbouj, "Dynamic data clustering using stochastic approximation driven multi-dimensional particle swarm optimization," In Proc. of European Conference on the Applications of Evolutionary Computation, Lecture Notes in Computer Science, LNCS 6024, pp. 336-343, Springer 2010.

150. Turker Ince, Serkan Kiranyaz and Moncef Gabbouj, "A Generic and Patient-Specific Electrocardiogram Signal Classification System," Chapter 4, pp. 79-99, in ECG Signal Processing, Classification and Interpretation, Adam Gacek, Witold Pedrycz (Eds), Springer-Verlag London Limited, 2012.

151. Jani Nurminen, Hanna Silen, Victor Popa, Elina Helander and Moncef Gabbouj, "Voice Conversion," in Speech Enhancement, Modeling and Recognition - Algorithms and Applications, ISBN 979-953-307-620-0, S. Ramakrishnan, Ed., Intech 2012.

152. Junyong You, Andrew Perkis, Moncef Gabbouj and Touradj Ebrahimi, "Hierarchical Semantic Content Analysis and Its Applications in Multimedia Summarization and Browsing," in TV Content Analysis: Techniques and Applications, Shiguo Lian, Ed., Auerbach Publications, 2012.

153. Serkan Kiranyaz, Murat Birinci and Moncef Gabbouj, "Perceptual color descriptors," In Perceptual Digital Imaging: Methods and Applications, R. Lukac, Ed., CRC Press, Taylor & Francis, pp.319-358, September 2012.

154. Tatiana Efimushkina, Moncef Gabbouj, "Survey on Cross-Layer Adaption for Video Downlink Communications over LTE," Cross-Layer Adaptation-Based Video Downlink Transmission over LTE: Survey,” in Communications in Computer and Information Science (CCIS) series, Springer, submitted.

C. PEER REVIEWED SCIENTIFIC CONFERENCE ARTICLES

155. M. Gabbouj and E.J. Coyle, "Design of Optimal Stack Filters with Structural Constraints under the MAE Criterion," Proceedings of the IEEE 32nd Midwest Symposium on Circuits and Systems, Champaign, Illinois, August 1989.

156. E.J. Coyle, J.-H. Lin and M. Gabbouj, “Optimal Stack Filtering and the Estimation and Structural Approaches to Image Processing,” Proc. of the Sixth Multidimensional Signal Processing Workshop, 6-8 Sept. 1989, p. 193.

157. Moncef Gabbouj, Petri Haavisto, and Yrjö Neuvo, "Recent Advances in Median Filtering," invited), Proceedings of the 1990 Bilkent Conference on New Trends in Communication, Control, and Signal Processing, vol. II, E. Arikan, Ed., Elsevier Science Publishers B.V., Bilkent University, Ankara, Turkey, July 2-5, 1990, pp. 1080-1094.

158. Moncef Gabbouj and Edward J. Coyle, "Minimax Optimization Over the Class of Stack Filters," Proceedings of the SPIE Visual Communications and Image Processing'90, Lausanne, Switzerland, October 1-4, 1990, pp. 143-154.

159. B. Zeng, M. Gabbouj, and Y. Neuvo, "Optimal Stack Filtering and Classical Bayes Decision," Proceedings of the International Conference on Acoustics, Speech and Signal Processing, Toronto, Canada, May 1991, pp. 2009-2012.

160. M. Gabbouj, P.-T. Yu and E.J. Coyle, "Convergence Behavior and Convergence Rates of Stack Filters," Proceedings of the IEEE International Symposium on Circuits and Systems, Singapore, June 11-14, 1991, pp. 216-219.

161. E.J. Coyle, M. Gabbouj and J.-H. Lin, "From Median Filters to Optimal Stack Filtering," Proceedings of the 1991 IEEE International Symposium on Circuits and Systems, Singapore, June 11-14, 1991, pp. 9-12.

162. B. Zeng, M. Gabbouj and Y. Neuvo, "Rank-Order Filters and Bayes Posterior Decision," Proceedings of the 1991 IEEE International Symposium on Circuits and Systems, Singapore, June 11-14, 1991, pp. 224-227.

163. M. Gabbouj, P. Haavisto and Y. Neuvo, "Generating Idempotent Filters," Proceedings of the 1991 IEEE International Symposium on Circuits and Systems, Singapore, June 11-14, 1991, pp. 372-375.

164. B. Zeng, M. Gabbouj, and Y. Neuvo, "Design of Optimal Generalized Stack Filters under the Mean Absolute Error Criterion," Proceedings of the IEEE Visual Signal Processing and Communications, Hsingchu, Taiwan, June 5-7, 1991, pp. 79-82.

165. H. Tenhunen, M. Gabbouj, I. Defee, P. Jarske, and Y. Neuvo, "International Digital Signal Processing Course Programme at TUT," Proceedings of the 2nd EUROCHIP Workshop on VLSI Training, Grenoble, France, 30 September - 2 October, 1991.

166. B. Zeng, M. Gabbouj, and Y. Neuvo, "Design of Minimum MAE Generalized Stack Filters for Image Processing," Proceedings of the SPIE Visual Communications and Image Processing, Boston, Massachusetts, 10-13 November, 1991.

167. M. Gabbouj and Q. Wang, "Nonlinear Digital Filters in Signal Processing," Proceedings International AMSE Conference on Signals, Data, Systems, with Emphasis on Electrical & Electronics Engineering, AMSE Press, Djerba, Tunisia, 11-13 November 1991, pp. 3-16.

168. J. Nieweglowski, L. Yin, M. Gabbouj, and Y. Neuvo, "Optimal Weighted Order Statistic Filters Under Structural Constraints," Proceedings IEEE International Symposium on Circuits and Systems, Special Session on Nonlinear Filtering, Sheraton Harbor Island, San Diego, USA, 10-13 May, 1992, pp. 2621-2624.

169. M. Gabbouj and E.J. Coyle, "Minimax Stack Filtering in a Parameterized Environment," Proceedings IEEE International Symposium on Circuits and Systems, Sheraton Harbor Island, San Diego, USA, 10-13 May, 1992, pp. 97-100.

170. Q. Wang, M. Gabbouj, and Y. Neuvo, "State Description for the Root Signal Sets of Morphological Filters," Proceedings IEEE International Symposium on Circuits and Systems, Sheraton Harbor Island, San Diego, USA, 10-13 May, 1992, pp. 113-116.

171. Q. Wang, M. Gabbouj, and Y. Neuvo, "Computing the Cardinality of Root Signal Sets of Morphological Filters," Proceedings EUSIPCO-92 Sixth European Signal Processing Conference, Brussels, Belgium, 25-28 August 1992, pp. 1013-1016.

172. R. Yang, L. Yin, M. Gabbouj, and Y. Neuvo, "2-D Optimal Weighted Median Filters," Proceedings 1992 IEEE Workshop on Visual Signal Processing and Communications, North Carolina State University, Raleigh, North Carolina, September 2-3, 1992, pp. 31-35.

173. J.A. Bangham, T.G. Campbell and M. Gabbouj, "The Quality of Edge Preservation by Non-Linear Filters," Proceedings 1992 IEEE Workshop on Visual Signal Processing and Communications, North Carolina State University, Raleigh, North Carolina, September 2-3, 1992, pp. 36-39.

174. O. Vainio, P. Haavisto, and M. Gabbouj, "VLSI Architecture for the Vector Median," Proceedings 1992 IEEE Workshop on Visual Signal Processing and Communications, North Carolina State University, Raleigh, North Carolina, September 2-3, 1992, pp. 25-30.

175. T. Sun, M. Gabbouj, and Y. Neuvo, "Deterministic Properties of Center Weighted Median Filters," Proceedings 1992 International Conference on Communication Technology, Tsinghua Campus, Beijing, P.R. China, September 16-18, 1992, pp. 06.06.1--4.

176. T. Sun, M. Gabbouj, and Y. Neuvo, "Weighted Median and Mean Hybrid Adaptive Filtering Based on Local Statistics," Proceedings 1992 International Conference on Communication Technology, Tsinghua Campus, Beijing, P.R. China, September 16-18, 1992, pp. 06.09.1--4.

177. J. Nurmi, H. Tenhunen, O. Vainio, and M. Gabbouj, "Architectures and Design Methodologies for VLSI Digital Filtering," Proceedings International Conference on Microelectronics, ICM'92, Monastir, Tunisia, December 19-21, 1992, pp. 5.2.1-5.

178. E.J. Coyle, M. Gabbouj, and J. Yoo, "Order Statistics-Based Nonlinear Filters: Stack Filters and Weighted Median Filters," (invited tutorial) Proceedings IEEE Winter Workshop on Nonlinear Digital Signal Processing, Murikka Educational Center, Tampere, Finland, January 17-20, 1993, pp. T-3.1--9.

179. A.G. Bors and M. Gabbouj, "Optimum Structure for a Radial Basis Functions Based Equalizer," Proceedings IEEE Winter Workshop on Nonlinear Digital Signal Processing, Murikka Educational Center, Tampere, Finland, January 17-20, 1993, pp. 6.2-7.1--6.

180. B.P. Dobrin, T.G. Campbell, and M. Gabbouj, "A Fast Algorithm for Running Computation of Center Weighted Rank Order Filters," Proceedings IEEE Winter Workshop on Nonlinear Digital Signal Processing, Murikka Educational Center, Tampere, Finland, January 17-20, 1993, pp. P-8.1--5.

181. M. Karczewicz and M. Gabbouj, "A Simple Adaptive Filter for the Restoration of Nonstationary Signals," Proceedings IEEE Winter Workshop on Nonlinear Digital Signal Processing, Murikka Educational Center, Tampere, Finland, January 17-20, 1993, pp. P-9.1--6.

182. T. Sun, M. Gabbouj, and Y. Neuvo, "Adaptive L-Filters Based on Local Statistics," Proceedings IEEE Winter Workshop on Nonlinear Digital Signal Processing, Murikka Educational Center, Tampere, Finland, January 17-20, 1993, pp. 3.2-2.1--4.

183. I. Tabus, M. Gabbouj, and Y. Lin, "Real Domain Adaptive WOS Filtering Using Neural Network Approximations," Proceedings IEEE Winter Workshop on Nonlinear Digital Signal Processing, Murikka Educational Center, Tampere, Finland, January 17-20, 1993, pp. 7.2-1.1--6.

184. R. Yang, L. Yin, M. Gabbouj, J. Astola, and Y. Neuvo, "Performance of Detail-Preserving Weighted Median Filters for Image Processing," Proceedings IEEE Winter Workshop on Nonlinear Digital Signal Processing, Murikka Educational Center, Tampere, Finland, January 17-20, 1993, pp. 5.1-3.1--6.

185. T. Sun, M. Gabbouj and Y. Neuvo, "Center Weighted Median Filtering: Overview and Recent Advances", Proceedings 13th Tunisian Conference on Electro-Technical & Automatic Control, Hammamet, Tunisia, February 5-7, 1993, pp. 84-93.

186. R. Yang, L. Yin, M. Gabbouj, J. Astola, and Y. Neuvo, "Optimal Weighted Median Filters Under Structural Constraints," Proceedings IEEE International Symposium on Circuits and Systems, Chicago, IL, May 3-6, 1993, pp. 942-945.

187. T. Viero, M. Gabbouj, and Y. Neuvo, "Analysis of Impulsive Noise Attenuation Capability of Multivariate OS and Morphological Filters," Proceedings International Workshop on Mathematical Morphology and its Applications to Signal Processing, Barcelona, Spain, May 1993, pp. 11-16.

188. I. Tabus and M. Gabbouj, "Neural Network Training Methods for Optimal Weighted Order Statistics Filter

Design," Studies in Informatics and Control, Vol. 3, No. 1, March 1994, pp. 89-95, also in Proceedings 9th International Conference on Control Systems and Computer Science, Bucharest, Romania, May 25-28, 1993, pp. 131-136.

189. D. Petrescu, I. Tabus and M. Gabbouj, "Adaptive Morphological Filters with Nonflat Structuring Elements," Technical Report, No. 10, Signal Processing Laboratory, Tampere University of Technology, May 1993.

190. R. Yang, L. Yin, M. Gabbouj and Y. Neuvo, "Optimal Weighted Median Filtering for Image Restoration, Proceedings Image Processing: Theory and Applications, G. Vernazza, A.N. Venetsanopoulos, C. Braccini, Editors, 1993 Elsevier Science Publishers B.V., San Remo, Italy, 14-16 June, 1993, pp. 283-286.

191. R. Yang, M. Gabbouj and Y. Neuvo, "On Convergence Behavior of Symmetric Weighted Median Filters," Proceedings ECCTD'93, Circuit Theory and Design, H. Dedieu, Editor, 1993 Elsevier Science Publishers B.V., Davos, Switzerland, August 30 - September 3, 1993, pp. 1053-1059.

192. I. Tabus, D. Petrescu and M. Gabbouj, "A Training Framework for Boolean and Stack Filtering: Optimal Design and Robustness Case Studies," Technical Report, No. 11, Signal Processing Laboratory, Tampere University of Technology, August 1993.

193. D. Petrescu, I. Tabus and M. Gabbouj, "Multistage Boolean and Stack Filters and Applications to Image Restoration and Adaptive Skeletonization," Technical Report, No. 12, Signal Processing Laboratory, Tampere University of Technology, August 1993.

194. T. Sun, M. Gabbouj and Y. Neuvo, "Image Restoration by One-Dimensional Adaptive Center Weighted Median Filters," Proceedings ECCTD'93, Circuit Theory and Design, H. Dedieu, Editor, 1993 Elsevier Science Publishers B.V., Davos, Switzerland, August 30 - September 3, 1993, pp. 1453-1458.

195. A.G. Bors and M. Gabbouj, "Quadrature Modulated Signal Detection Based on Gaussian Neural Networks," Proceedings IEEE Workshop on Visual Signal Processing and Communications, Melbourne, Australia, September 20-22, 1993, pp. 113-116.

196. I. Tabus and M. Gabbouj, "Applications of Neural Networks Training Methods to Optimal WOS Image Filtering," Proceedings IEEE Workshop on Visual Signal Processing and Communications, Melbourne, Australia, September 20-22, 1993, pp. 155-158.

197. T. Sun, M. Gabbouj, and Y. Neuvo, "Data-Dependent Weighted Median Filters for Image Processing," Proceedings of the International Conference on Signal Processing, Beijing, China, October 26-30, 1993, pp. 55-58.

198. I. Tabus, D. Petrescu and M. Gabbouj, "Solutions for Optimal Boolean and Stack Filter Design under a Training Framework," Proceedings 27th Annual Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA., November 1-3, 1993, pp. 1011-1015.

199. D. Sindoukas, S. Fotopoulos and M. Gabbouj, "Performance Evaluation and Behavior of the Floating-Point 16 kb/s LD-CELP Coder in Noisy Channels," Proceedings 27th Annual Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA., November 1-3, 1993, pp. 935-939.

200. I. Tabus, D. Petrescu and M. Gabbouj, "Multilayer Boolean and Stack Filter Design," Proceedings IS&T/SPIE Symposium on Electronic Imaging Science & Technology, Nonlinear Image Processing V, San Jose Convention Center, CA., February 6-10, 1994.

201. R. Yang, M. Gabbouj, and Y. Neuvo, "Synthesis of Stack Filters by Rank Selection Probabilities," Proceedings IS&T/SPIE Symposium on Electronic Imaging Science & Technology, Nonlinear Image Processing V, San Jose Convention Center, CA., February 6-10, 1994.

202. F. Alaya Cheikh, J. Astola and M. Gabbouj, "When Are Two Weighted Median Filters Identical?" Proceedings IS&T/SPIE Symposium on Electronic Imaging Science & Technology, Nonlinear Image Processing V, San Jose Convention Center, CA., February 6-10, 1994.

203. B. Dobrin, T. Viero, and M. Gabbouj, "Fast Watershed Algorithms: Analysis and Extensions," Proceedings IS&T/SPIE Symposium on Electronic Imaging Science & Technology, Nonlinear Image Processing V, San Jose Convention Center, CA., February 6-10, 1994, pp. 209-220.

204. T. Sun, M. Gabbouj, and Y. Neuvo, "Image Restoration by Multistage Adaptive Center Weighted Median Filters," Proceedings IS&T/SPIE Symposium on Electronic Imaging Science & Technology, Nonlinear Image Processing V, San Jose Convention Center, CA., February 6-10, 1994.

205. R. Yang, M. Gabbouj, and Y. Neuvo, "Nonlinear Image Filtering with Structural Approach," Proceedings IS&T/SPIE Symposium on Electronic Imaging Science & Technology, Image and Video Processing II, San Jose Convention Center, CA., February 6-10, 1994.

206. R. Yang, M. Gabbouj, and Y. Neuvo, "Nonlinear Preprocessing Scheme for JPEG-based Image Coding," Proceedings IS&T/SPIE Symposium on Electronic Imaging Science & Technology, Image and Video Compression, San Jose Convention Center, CA., February 6-10, 1994.

207. I. Pitas, C. Kotropoulos, N. Nikolaidis, R. Yang, and M. Gabbouj, "A Class of Order Statistics Learning Vector Quantizers," Proceedings IEEE International Symposium on Circuits and Systems, London, 30 May - 2 June 1994, pp. 6.387-390.

208. T. Sun, M. Gabbouj, and Y. Neuvo, "The PBF of One Weight Weighted Median Filters," Proceedings IEEE International Symposium on Circuits and Systems, London, 30 May - 2 June 1994, pp. 2.201-204.

209. R. Yang, M. Gabbouj, and P.-T. Yu, "Parametric Analysis of Weighted Order Statistic Filters,” Proceedings IEEE International Symposium on Circuits and Systems, London, 30 May - 2 June 1994, pp. 2.209-212.

210. R. Yang, M. Gabbouj, and Y. Neuvo, "An Efficient Design Method for Optimal Weighted Median Filtering," Proceedings IEEE International Symposium on Circuits and Systems, London, 30 May - 2 June 1994, pp. 2.633-636.

211. I. Tabus and M. Gabbouj, "Stacking Matrix Based Fast Procedure for Optimal Stack Filter Design," Proceedings SPIE, Image Algebra and Morphological Image Processing Conference V, San Diego, CA., 24-29 July 1994.

212. I. Tabus, D. Petrescu and M. Gabbouj, "Optimal Stack Filter Design with Symmetry Constraints," Proceedings of the 1994 European Signal Processing Conference, Edingborough, September 1994.

213. H. Chen, R. Yang, and M. Gabbouj, "The Convergence Rate of Symmetric Weighted Median Filters," Proceedings of the 1994 European Signal Processing Conference, Edingborough, September 1994.

214. D. Petrescu, I. Tabus, and M. Gabbouj, "Adaptive Skeletonization Using Multistage Boolean and Stack Filtering," Proceedings of the 1994 European Signal Processing Conference, Edingborough, September 1994.

215. B. Dobrin, T. Viero, and M. Gabbouj, "An Improved Split-and-Merge Watershed Algorithm," Proceedings ISMM'94: Mathematical Morphology and its Applications to Image Processing, J. Serra and P. Soille, Eds., Fontainebleau, France, September 1994, pp. 17-18.

216. A. Moga, T. Viero, B. Dobrin and M. Gabbouj, "Implementation of a Distributed Watershed Algorithm," Proceedings ISMM'94: Mathematical Morphology and its Applications to Image Processing, J. Serra and P. Soille, Eds., Fontainebleau, France, September 1994, pp. 281-288.

217. M. Karczewicz, M. Gabbouj and J. Astola, "Robust B-Spline Image Smoothing," Proceedings 1994 International Conference on Image Processing, Austin, Texas, November 13-16, 1994, pp. 540-544.

218. A. Taguchi, M. Gabbouj, I. Tabus and P.-T. Yu, "Adaptive Fuzzy WOS Filtering," Proceedings ISANN'94, NCKU, Tainan, Taiwan, R.O.C., December 15-17, 1994.

219. M. Gabbouj and I. Tabus, "TUT Noisy Image Database, Version 1.0," Technical Report, No. 13, Signal Processing Laboratory, Tampere University of Technology, December 1994; also by anonymous ftp from sigftp.cs.tut.fi, directory pub/nat/imagedatabase.

220. I. Tabus and M. Gabbouj, "Fast Order-Recursive Algorithms for Optimal Stack Filter Design,” Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 1995, Detroit, MI, 8-12 May 1995, pp. 2391-2394.

221. I. Tabus and M. Gabbouj, "Modeling Capabilities of Markov Chain Models for Binary Signals and Order Selection Procedures,” Proceedings of the Int. Conference on Circuits, Systems and Computer Science, Romania, May 1995, pp. 94-99.

222. B. Cramariuc, A. Moga and M. Gabbouj, "A Parallel Watershed Algorithm Based on the Shortest Path Computation," Proceedings Workshop on Parallel Programming and Computation, Linköping, Sweden, May 17-18, 1995.

223. A. Moga, T. Viero, M. Gabbouj, M. Noelle, G. Schreiber and H. Burkhardt, "Parallel Watershed Algorithm Based on Sequential Scanning," Proceedings 1995 IEEE Workshop on Nonlinear Signal and Image Processing, NSIP 1995, Neo-Marmaris, Greece, June 20-22, 1995.

224. K. Tang, M. Gabbouj and J. Astola, "A Novel Nonlinear Vector Filter for Grey-level Image Filtering," Proceedings 1995 IEEE Workshop on Nonlinear Signal and Image Processing, NSIP 1995, Neo-Marmaris, Greece, June 20-22, 1995.

225. I. Shmulevich, T.M. Sellke, M. Gabbouj and E.J. Coyle, "Stack Filters and Free Distributive Lattices," Proceedings 1995 IEEE Workshop on Nonlinear Signal and Image Processing, NSIP 1995, Neo-Marmaris, Greece, June 20-22, 1995.

226. M. Karczewicz, M. Hämäläinen and M. Gabbouj, "Multiple Knot Spline Approximation for ECG Data Compression," Proceedings 1995 IEEE Workshop on Nonlinear Signal and Image Processing, NSIP 1995, Neo-Marmaris, Greece, June 20-22, 1995.

227. I. Tabus and M. Gabbouj, "Model Based Approach to Optimal Stack Filter Design in the Threshold Domain," Proceedings 1995 IEEE Workshop on Nonlinear Signal and Image Processing, NSIP 1995, Neo-Marmaris, Greece, June 20-22, 1995.

228. I. Tabus and M. Gabbouj, "Image Restoration Using Boolean and Stack Filters," Proceedings of the IEEE Workshop on Nonlinear Signal and Image Processing, NSIP 1995, Neo-Marmaris, Greece, June 20-22, 1995, pp. 90-93.

229. D. Petrescu, I. Tabus and M. Gabbouj, "Optimal Nonflat Structuring Element Morphological Filter Design," Proceedings International Conference on Digital Signal Processing, Limassol, Cyprus, June 26-28, 1995.

230. B. Cramariuc, A. Moga and M. Gabbouj, "Image Segmentation by Component Labeling," Proceedings International Conference on Digital Signal Processing, Limassol, Cyprus, June 26-28, 1995.

231. A. Moga, B. Cramariuc and M. Gabbouj, "A Parallel Watershed Algorithm Based on Rainfalling Simulation," Proceedings 1995 European Conference on Circuit Theory and Design, Istanbul, Turkey, August 27-31, 1995.

232. D. Petrescu, I. Tabus and M. Gabbouj, "Edge Detection Based on Optimal Stack Filtering under Given Noise Distribution," Proceedings 1995 European Conference on Circuit Theory and Design, Istanbul, Turkey, August 27-31, 1995.

233. K. Tang and M. Gabbouj, "An Adaptive Multivariate Trimmed Mean Filter for Color Image Enhancement," Proceedings 1995 European Conference on Circuit Theory and Design, Istanbul, Turkey, August 27-31, 1995.

234. M. Gabbouj and F. Alaya Cheikh, "Vector Median-Vector Directional Hybrid Filter for Color Image Restoration," Technical Report #14, Tampere University of Technology, Tampere, September 1995.

235. A. Moga, B. Cramariuc and M. Gabbouj, "An Efficient Watershed Segmentation Algorithm Suitable for Parallel Implementation," Proceedings 1995 IEEE International Conference on Image Processing, Washington, D.C., October 23-26, 1995, Vol. II, pp. 101-104.

236. ESPRIT BRA 7130 NAT Consortium, "Performance Comparison of Several Nonlinear Filter Classes for Image Restoration,” Internal Report, M. Gabbouj, Editor, February 1996.

237. X. Song, R. Yang, K. Saarinen and M. Gabbouj, "Use of Fractals and Median Type Filters in Color Texture Segmentation," Proceedings IEEE International Symposium on Circuits and Systems, Atlanta, Georgia, 12-15 May 1996.

238. D. Petrescu, I. Tabus and M. Gabbouj, "Locally Adaptive Techniques for Stack Filtering,” Proceedings of the 1996 European Signal Processing Conference, EUSIPCO 1996, Trieste, Italy, 10-13 September 1996.

239. M. Gabbouj and F. Alaya Cheikh, "Vector Median - Vector Directional Hybrid Filter for Color Image

Restoration,” Proceedings of the 1996 European Signal Processing Conference, EUSIPCO 1996, Trieste, Italy, 10-13 September 1996. PS

240. F. Alaya Cheikh, R. Hamila, M. Gabbouj and J. Astola, "Impulse Noise Removal in Highly Corrupted Color Images," Proceedings of the 1996 IEEE International Conference on Image Processing, Lausanne, Switzerland, 16-19 September 1996, pp. 997-1000.

241. A. Moga and M. Gabbouj, "A Parallel Marker-Based Watershed Transformation," Proceedings of the 1996 IEEE International Conference on Image Processing, Lausanne, Switzerland, 16-19 September 1996, pp. 137-140.

242. I. Tabus, D. Petrescu and M. Gabbouj, "A Training Based Optimal Stack Filter Design under Structural Constraints," Proceedings of the 1996 IEEE International Conference on Image Processing, Lausanne, Switzerland, 16-19 September 1996, pp. 761-764.

243. I. Tabus, D. Petrescu and M. Gabbouj, "Optimal Boolean and Stack Predictors under Error Entropy Criterion with Applications to Lossless Image Coding," Proceedings of the First Noblesse Workshop on Nonlinear Methods in Model-Based Image Interpretation, Lausanne, Switzerland, 20 September 1996, pp. 17-22.

244. D. Petrescu, I. Tabus and M. Gabbouj, "Library-Median-Stack (L-M-S) Filters for Image Restoration Applications," in Proceedings of the 1996 IEEE Nordic Signal Processing Symposium, Espoo, Finland, 24-27 September 1996, pp. 91-94.

245. F. Alaya Cheikh, M. Gabbouj, R. Hamila and J. Astola, "Fuzzy Weighted Mean Filter for Color Image Restoration," Proceedings of the 1996 IEEE Nordic Signal Processing Symposium, Espoo, Finland, 24-27 September 1996, pp. 29-32.

246. D. De Vleeschauwer, P. De Smet and M. Gabbouj, "Improvement of the Block Matched Parallax Field by Non-Linear Diffusion," Proceedings of the 1996 IEEE Nordic Signal Processing Symposium, Espoo, Finland, 24-27 September 1996, pp. 37-40.

247. P. De Smet, D. De Vleeschauwer and M. Gabbouj, "Improving the Accuracy of Motion Vectors Obtained by Block Matching," Proceedings of the 1996 IEEE Nordic Signal Processing Symposium, Espoo, Finland, 24-27 September 1996, pp. 247-250.

248. B. Cramariuc and M. Gabbouj, "Automatic Marker Extraction for Marker Based Segmentation," Proceedings of the 1996 IEEE Nordic Signal Processing Symposium, Espoo, Finland, 24-27 September 1996, pp. 259-262.

249. X. Pei, A. Moga and M. Gabbouj, "Segmentation of Noisy Images with Watershed Transformation," Proceedings of the 1996 IEEE Nordic Signal Processing Symposium, Espoo, Finland, 24-27 September 1996, pp. 262-265.

250. R. Hamila, J. Astola, M. Gabbouj and M. Renfors, “Teager Energy and the Ambiguity Function,” Technical Report 2-1997, Tampere University of Technology, Department of Information Technology, 1997.

251. D. Petrescu, I. Tabus and M. Gabbouj, "Prediction Based on Boolean, FIR-Boolean Hybrid and Stack Filters for Lossless Image Coding," Proceedings of the International Conference on Acoustics, Speech and Signal Processing, ICASSP 1997, Munich, Germany, 21-24 April 1997, pp. 2965-2968.

252. B. Cramariuc and M. Gabbouj, "Color Image Segmentation Using a Clustering Based Region Growing Algorithm," Proceedings of the Finnish Signal Processing Symposium, Pori, Finland, 22 May 1997, pp. 70-74.

253. D. Petrescu, I. Tabus and M. Gabbouj, "FIR-Boolean Hybrid Filtering Architecture and Applications in Image Processing,” Proceedings of the Finnish Signal Processing Symposium, Pori, Finland, 22 May 1997, pp. 124-128.

254. R. Öktem and M. Gabbouj, "Color Image Processing with B-Spline Modeling," Proceedings of the IEEE International Symposium on Circuits and Systems, June 9-12, Hong Kong, 1997, pp. 1177-1180.

255. Cramariuc and M. Gabbouj, "Comparison of Different Clustering Kernels for the Classification Based Region Growing," Proceedings of the Workshop on Image Analysis for Multimedia Interactive Services, Louvain-la-Neuve, Belgium, 24-25 June 1997, pp. 178-183.

256. B. Cramariuc, M. Gabbouj and J. Astola, "Clustering Based Region Growing Algorithm for Color Image Segmentation," Proceedings of the 13th International Conference on Digital Signal Processing, Santorini, Greece, 2-4

July 1997, vol. 2, pp. 857-860.

257. D. De Vleeschauwer, F. Alaya-Cheikh, R. Hamila and M. Gabbouj, "Watershed Segmentation of an Image Enhanced by Teager Energy Driven Diffusion," Proceedings of the Sixth International Conference on Image Processing and Its Applications, Dublin, Ireland, 14-17 July 1997, pp. 254-258.

258. X. Pei and M. Gabbouj, "Robust Image Contour Detection by Watershed Transformation," Proceedings of the IEEE Nonlinear Signal and Image Processing Workshop, NSIP 1997, Mackinac Island, Michigan, USA, 7-10 September 1997.

259. B. Cramariuc, I. Tabus and M. Gabbouj, "Use of Predictive Coding Distribution for Edge Detection," Proceedings of the IEEE Nonlinear Signal and Image Processing Workshop, NSIP 1997, Mackinac Island, Michigan, USA, 7-10 September 1997.

260. D. Petrescu and M. Gabbouj, "Adaptive Boolean Filters for the Prediction Stage in Lossless Image Compression," Proceedings of the IEEE Nonlinear Signal and Image Processing Workshop, NSIP 1997, Mackinac Island, Michigan, USA, 7-10 September 1997.

261. R. Öktem and M. Gabbouj, "Multiresolution Decomposition Based Data Compression With B-Splines," Proceedings of the IEEE Nonlinear Signal and Image Processing Workshop, NSIP 1997, Mackinac Island, Michigan, USA, 7-10 September 1997.

262. D. Petrescu and M. Gabbouj, "Prediction Based on Boolean Filters for Multiresolution Lossless Image Compression," Proceedings IEEE International Conference on Image Processing, Santa Barbara, California, USA, 26-29 October 1997, vol. 2, pp. 290-293.

263. R. Hamila, M. Renfors and M. Gabbouj, “Time-Frequency Signal Analysis Using Teager Energy,” Proceedings International Conference on Electronics, Circuits and Systems, ICECS'97, Cairo, Egypt, 15-18 December 1997.

264. F. Alaya Cheikh, L. Khriji and M. Gabbouj, "Color Image Interpolation Using Vector Rational Filters", Proceedings of SPIE Conference, Nonlinear Image processing IX, San Jose, CA. USA, January 24-30, 1998.

265. L. Khriji, F. Alaya Cheikh and M. Gabbouj, "Multistage vector rational interpolation for color images," Proceedings Second International Multiconference IMACS-IEEE: Computational Engineering in Systems Applications, CESA 1998, Hammamet, Tunisia, April 1-4, 1998 pp. 794-798.

266. L. Khriji, F. Alaya Cheikh and M. Gabbouj, "Contrast Enhancement in Noisy Images Using Rational Based Operator," Proceedings Second International Multiconference IMACS-IEEE: Computational Engineering in Systems Applications, CESA 1998, Hammamet, Tunisia, April 1-4, 1998, pp. 799-804.

267. T.K. Bysted, R. Hamila, M. Gabbouj and M. Renfors, "Teager Correlation Function," Proceedings of IEEE Nordic Signal Processing Symposium, NORSIG 1998, Visoy, Denmark, June 8-11, 1998, pp. 133-136.

268. V. Ricordel, M. Gabbouj and C. Labit, "Quantification Vectorielle Algébrique et Arborescente: Méthode d'Actualisation du Dictionnaire-- Application au Codage", Proceedings 4ème Journées d'Etudes et d'Echanges Compression et Représentation des Signaux Audiovisuels, CORESA 1998, Lanion, France, June 9-10, 1998, pp. 133-140.

269. M. Qinghong, B. Cramariuc and M. Gabbouj, "Multidimensional Texture Characterization Using Moments," Proceedings NMBIA, Noblesse Workshop on Non-Linear Model Based Image Analysis, Glasgow, Great Britain, July 1-3, 1998, pp. 179-182.

270. F. Alaya Cheikh and M. Gabbouj, "Directional Unsharp Masking-Based Approach for Color Image Enhancement," Proceedings NMBIA, Noblesse Workshop on Non-Linear Model Based Image Analysis, Glasgow, Great Britain, July 1-3, 1998, pp. 173-178.

271. L. Khriji and M. Gabbouj, “Rational Filter and its Extension to Median-Rational Filter,” Tempus Workshop and Summer School, August 3-8, 1998, Mangalia, Romania.

272. F. Alaya Cheikh, L. Khriji and M. Gabbouj, "Unsharp Masking Based Approach for Color Image Processing," Proceedings IX European Signal Processing Conference EUSIPCO 1998, Island of Rhodes, Greece, September 8-11,

1998, pp. 1033-1036.

273. R. Hamila, F. Alaya Cheikh, J. Vesma, J. Astola and M. Gabbouj, "Relationship Between the Wigner Distribution and the Teager Energy", Proceedings IX European Signal Processing Conference EUSIPCO 1998, Island of Rhodes, Greece, September 8-11, 1998, pp. 1857-1860.

274. V. Ricordel and M. Gabbouj, "Adaptive tree-structured lattice vector quantization for video coding", Proceedings IX European Signal Processing Conference EUSIPCO 1998, Island of Rhodes, Greece, September 8-11, 1998, pp. 2301-2304.

275. L. Khriji and M. Gabbouj, "Vector Median-Rational Hybrid Filters," Proceedings 23rd International Congress on High-Speed Photography and Photonics, ICHSPP 1998, September 20-25, 1998, Moscow.

276. L. Khriji and M. Gabbouj, "Median-Rational Hybrid Filters", Proceedings of the IEEE International Conference on Image Processing ICIP 1998, Chicago, Illinois, USA. October 4-7, 1998, pp. 853-857.

277. F. Alaya Cheikh, B. Cramariuc and M. Gabbouj, "MUVIS: A System for Content-Based Indexing and Retrieval in Large Image Databases," Proceedings Workshop on Very Low Bit Rate Coding, VLBV 1998, October 8-9, 1998, Champaign, Illinois, pp. 41-44.

278. D. De Vleeschauwer, P. De Smet, F. Alaya Cheikh, R. Hamila and M. Gabbouj, "Optimal Performance of the Watershed Segmentation of an Image Enhanced by Teager Energy Driven Diffusion," Proceedings Workshop on Very Low Bit Rate Coding, VLBV 1998, October 8-9, 1998, Champaign, Illinois, pp. 137-140.

279. L. Khriji and M. Gabbouj, "Directional Vector Rational Filters for Color Image Interpolation," Proceedings X International Conference on Microelectronics, ICM 1998, Dec. 14-16, 1998, Monastir, Tunisia, pp. 236-240.

280. F. Alaya Cheikh, B. Cramariuc, C. Reynaud, M. Quinghong, B. Dragos-Adrian, B. Hnich, M. Gabbouj, P. Kerminen, T. Mäkinen and H. Jaakkola, "MUVIS: A Content-Based Indexing and Retrieval System for Image and Video Databases", Proceedings Of the SPIE/EI 1999, Conference on Storage and Retrieval for Image and Video Databases VII, Vol. 3656, 26-29 January 1999, San Jose, California USA

281. L. Khriji and M. Gabbouj, “1-D Raman Signal Processing Using Extended Median-Rational Hybrid Filters,” Proc. Journées de Telecommunications, JT 1999, January 28-31, 1999, Tunis, Tunisia.

282. Michael Moore, Moncef Gabbouj and Sanjit Mitra, "Vector SD-ROM Filter for Removal of Impulse Noise from Colour Images," Proceedings of the 1999 EURASIP Conference on Digital Signal Processing for Multimedia Communications and Services (ECMCS 1999), Krakow, Poland, 24–26 June 1999.

283. Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas, “Motion Field Estimation by Vector Rational Interpolation for Error Concealment Purposes,” Proc. IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP 1999, Phoenix, Arizona, USA, 15 – 19 March 1999.

284. M. Gabbouj, G. Morrison, F. Alaya-Cheikh and R. Mech, “Redundancy Reduction Techniques and Content Analysis for Multimedia Services - the European COST 211quat Action”, WIAMIS 1999, Workshop on Image Analysis for Multimedia Interactive Services, Proceedings, 31 May-1 June, 1999, Berlin, Germany, pp. 69-72, 1999.

285. L. Khriji and M. Gabbouj, “Vector Median-Rational Hybrid Filters for Multichannel Image Processing,” in Proceedings IEEE International Symposium on Circuits and Systems, ISCAS 1999, May 30 – June 2, 1999, Orlando, Florida, pp. 563-566.

286. L. Khriji, M. Gabbouj, G. Bernacchia and G.L. Sicuranza, "Hardware Implementation of the Median-Rational Hybrid Filters for Color Images", Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, NSIP 1999, Antalya, Turkey, June 20-23, 1999, pp. 124-128.

287. L. Khriji and M. Gabbouj, "A New Class of Multichannel Image Processing Filters," Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, NSIP 1999, Antalya, Turkey, June 20-23, 1999, pp. 516-519.

288. Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas, "Application of vector rational interpolation to erroneous motion field estimation of error concealment," In A. Enis Çetin, Lale Akarun, Aysin Ertüzün, Metin N. Gurcan, Yasemin Yardimci, editors, Proceedings of the IEEE-EURASIP Workshop on Nonlinear

Signal and Image Processing (NSIP 99), Antalya, Turkey, June 20-23, 1999. pp. 48-52.

289. G. Bernacchia, L. Khriji, M. Gabbouj and G.L. Sicuranza, "Hardware Implementation of the Median-Rational Hybrid Filters", Proc. of the 6th IEEE International Conference on Electronics, Circuits and Systems, ICECS 1999, Pafos, Cyprus, Sept. 5-8, 1999, pp. 229-232.

290. L. Khriji, M. Gabbouj, G. Ramponi and E.D. Ferrandiere, "Old Movie Restoration Using Rational Spatial Interpolators," Proc. of the 6th IEEE International Conference on Electronics, Circuits and Systems, ICECS 1999, Pafos, Cyprus, Sept. 5-8, 1999, pp. 1151-1154.

291. L. Khriji, M. Gabbouj, S. Marsi, G. Ramponi and E.D. Ferrandiere, "Nonlinear Interpolators for Old Movie Restoration", Proc. of the IEEE International Conference on Image Processing, ICIP 1999, Kobe, Japan, Oct. 25-28, 1999, pp. 169-173.

292. L. Khriji, G. Bernacchia, M. Gabbouj and G.L. Sicuranza, "A dedicated Hardware System for a Class of Nonlinear Order Statistics Rational Hybrid Filters with Applications to Image Processing", Proc. of the IEEE International Conference on Image Processing, ICIP 1999, Kobe, Japan, Oct. 25-28, 1999, pp. 419-423.

293. G. Bernacchia, L. Khriji, M. Gabbouj and G.L. Sicuranza, "Programmable Hardware Implementation for the Median-Rational Hybrid Filters", Proc. of the IEEE International Conference on Image Processing, ICIP 1999, Kobe, Japan, Oct. 25-28, 1999, pp. 182-186.

294. Azhar Quddus, Alaya Cheikh and Moncef Gabbouj, "Content-based object retrieval using maximum curvature points in contour images,” Proceedings of the SPIE/EI 2000, Symposium on Storage and Retrieval Media Databases 2000, 23-28 January 2000, San Jose, California USA, pp. 98-105.

295. L. Khriji, and Gabbouj, “Color Image Processing using Fuzzy Vector Median-Rational Hybrid Filters,” Proc. International Conference on Artificial Intelligence for Decision, Control and Automation in Engineering and Industrial Applications, ACIDCA 2000, Monastir, Tunisia, March 22-24, 2000.

296. Faouzi Alaya Cheikh, Azhar Quddus and Moncef Gabbouj, “Multi-level Shape Recognition based on Wavelet-Transform Modulus Maxima,” Proc. of Southwest Symposium on Image Analysis and Interpretation, SSIAI 2000, Austin, Texas, USA, April 2-4, 2000, pp. 8-12.

297. F. Alaya-Cheikh and M. Gabbouj, “Directional-rational approach for color image enhancement,” Proc. ISCAS 2000 - IEEE International Symposium on Circuits and Systems, May 28-31, 2000, Geneva, Switzerland, pp. 563-566.

298. Azhar Quddus and Moncef Gabbouj, “Wavelet based corner detection using singular value decomposition,” in Proc. IEEE International Conference on Acoustic Speech and Signal Processing, ICASSP 2000, 5-9 June 2000, Istanbul, Turkey, pp. 2456-2459.

299. M. Gabbouj and J. Astola, Nonlinear order statistic filter design: methodologies and challenges, in Signal Processing X –Theories and Applications, Proc. of EUSIPCO 2000, 4-8 September 2000, Tampere, Finland, pp. 377-384.

300. L. Khriji and M. Gabbouj, “Multichannel image processing using fuzzy vector median-rational hybrid filters,” in Signal Processing X –Theories and Applications, Proc. of EUSIPCO 2000, 4-8 September 2000, Tampere, Finland, pp. 1345-1348.

301. P. Kerminen and M. Gabbouj, “The visual goodness evaluation of color-based retrieval processes,” in Signal Processing X –Theories and Applications, Proc. of EUSIPCO 2000, 4-8 September 2000, Tampere, Finland, pp. 2153-2156.

302. F. Alaya-Cheikh, Azhar Quddus and Moncef Gabbouj, “Contour-based object recognition using wavelet transform,” in Signal Processing X –Theories and Applications, Proc. of EUSIPCO 2000, 4-8 September 2000, Tampere, Finland, pp. 2141-2144.

303. S. Tsekeridou, F. Alaya Cheikh, M. Gabbouj, I. Pitas, “Motion field estimation by combining vector rational and bilinear interpolation for MPEG-2 error concealment,” in Signal Processing X –Theories and Applications, Proc. of EUSIPCO 2000, 4-8 September 2000, Tampere, Finland, pp. 1473-1476.

304. Azhar Quddus and Moncef Gabbouj, “Selection of natural scale in discrete wavelet domain using eigenvalues,” in

Signal Processing X –Theories and Applications, Proc. of EUSIPCO 2000, 4-8 September 2000, Tampere, Finland, pp. 2129-2132.

305. M. Trimeche, F. Alaya-Cheikh, M. Gabbouj and B. Cramariuc, “Content-based description of images for retrieval in large databases: MUVIS,” in Signal Processing X –Theories and Applications, Proc. of EUSIPCO 2000, 4-8 September 2000, Tampere, Finland, pp. 139-142.

306. Ilya Shmulevich, Bogdan Cramariuc and Moncef Gabbouj, “A framework for ordinal-based image correspondence,” in Signal Processing X –Theories and Applications, Proc. of EUSIPCO 2000, 4-8 September 2000, Tampere, Finland, pp. 1389-1392.

307. Ilya Shmulevich and M. Gabbouj, “Reliable learning using post classes,” in Signal Processing X –Theories and Applications, Proc. of EUSIPCO 2000, 4-8 September 2000, Tampere, Finland, pp. 2437-2440.

308. Bogdan Cramariuc, Ilya Shmulevich, Moncef Gabbouj and Asko Makela, "A new image similarity measure based on ordinal correlation," Proc. IEEE International Conference on Image Processing, ICIP 2000, Vancouver, BC, Canada, September 10-13, 2000, pp. 718-721.

309. Selim Aksoy, Robert M. Haralick, Faouzi A. Cheikh, Moncef Gabbouj, “A Weighted Distance Approach to Relevance Feedback,” Proc. of International Conference on Pattern Recognition, ICPR 2000, Vol. IV, 3-8 September 2000, Barcelona, Spain, pp. 812-815.

310. Lazhar Khriji, and Moncef Gabbouj, “Fuzzy-based Order Statistics-Rational Hybrid Filters,” Proc. Journees Scientifiques Franco-Tunisiennes, JSFT 2000, Monastir, Tunisia, October 25-27, 2000.

311. Mejdi Trimeche, Faouzi Alaya Cheikh and Moncef Gabbouj, "Similarity Retrieval of Occluded Shapes Using Wavelet-Based Shape Feature", Proc. SPIE International Symposium on Internet Multimedia Management Systems (VV10), Boston, Massachusetts, USA, Vol. 4210, 6-7 November 2000, pp. 281-289.

312. Faouzi Alaya Cheikh and Moncef Gabbouj, “Shape Recognition based on Wavelet-Transform Modulus Maxima,” Proc. of the 7th IEEE International Conference on Electronics, Circuits & Systems, December 17-20, 2000 Kaslik, Lebanon, pp. 461-464.

313. Lazhar Khriji, Samir Akkari and Moncef Gabbouj, “Vector Directional Distance-Rational Hybrid Filters,” Proc. Tunisian-German Conference on Smart Systems and Devices, 27-30 March 2001, Hammamet, Tunisia.

314. Iftikhar Ahmad, Faouzi Alaya-Cheikh, Bogdan Cramariuc and Moncef Gabbouj, “Query by Image Content Using NOKIA 9210 Communicator,” Proceedings of WIAMIS 2001: Workshop on Image Analysis for Multimedia Services, M. Gabbouj, Ed., 16-17 May 2001, Tampere, Finland, pp. 133-137.

315. Faouzi Alaya-Cheikh, Bogdan Cramariuc, Mari Partio, Pasi Reijonen and Moncef Gabbouj, “Shape Similarity Using Ordinal Measures,” Proceedings of WIAMIS 2001: Workshop on Image Analysis for Multimedia Services, M. Gabbouj, Ed., 16-17 May 2001, Tampere, Finland, pp. 139-146.

316. Lazhar Khriji, and Moncef Gabbouj, “Multichannel Image Processing Using Vector Directional Distance-Rational Hybrid Filters,” Fifth IEEE Conference on Quality Control by Artificial Vision, QCAV’01, Le Creusot, France, Vol.2, pp.373-378, May 21-23, 2001.

317. Lazhar Khriji, Rym Zrafi, Samir Akkari and Moncef Gabbouj, “Design and Real Time Implementation of a 3-D Median-Rational Hybrid Filter for Image Sequence Processing,” Fifth IEEE Conference on Quality Control by Artificial Vision, QCAV’01, Le Creusot, France, Vol.1, pp.227-231, May 21-23, 2001.

318. Sari Peltonen, Moncef Gabbouj and Jaakko Astola, “Nonlinear Filter Design: Methodologies and Challenges,” Proceedings of the 2nd IEEE Region 8 - EURASIP Symposium on Image and Signal Processing and Analysis, ISPA 2001, S. Loncaric and H. Babic, Eds, Pula, Croatia, June 2001, pp. 102-107.

319. Faouzi Alaya Cheikh, Bogdan Cramariuc, Mari Partio, Pasi Reijonen and Moncef Gabbouj, “Shape Similarity Estimation Using Ordinal Measures,” in Proceedings of the International Workshop, VLBV 2001, Athens, Greece, 11-12 October 2001.

320. Faouzi Alaya Cheikh, Bogdan Cramariuc, Mari Partio, Pasi Reijonen, and Moncef Gabbouj, "Evaluation of shape correspondence using ordinal measures", Proc. of SPIE Electronic Imaging 2002, Storage and Retrieval for Media

Databases, Vol. 4676, January 2002.

321. Lazhar Khriji, Samir Akkari and Moncef Gabbouj, “Recursive and Non-recursive 3-D Median-Rational Hybrid Filters: Design and Real-Time Implementation,” Proc. 2nd International Conference JTEA 2002, 21-23 March 2002, Sousse, pp. 120-123.

322. Samir Akkari, Lazhar Khriji and Moncef Gabbouj, “Fuzzy Scalar Median-Rational Hybrid Filters,” Proc. 2nd International Conference JTEA 2002, 21-23 March, 2002, Sousse, pp. 99-104.

323. Miska Hannuksela, Ye-Kui Wang and Moncef Gabbouj, “Sub-Picture Video Coding for Unequal Error Protection,” Proc. European Signal Processing Conference, EUSIPCO 2002, 3-6 September 2002, Toulouse, France, Vol II, pp. 526-529.

324. Moncef Gabbouj, Serkan Kiranyaz, Kerem Caglar, Bogdan Cramariuc, Faouzi Alaya Cheikh, Olcay Guldogan and Esin Karaoglu, “MUVIS: A Multimedia Browsing, Indexing and Retrieval System,” Proc. 2002 Tyrrhenian International Workshop on Digital Communications.

325. Serkan Kiranyaz, Kerem Caglar, Bogdan Cramariuc and Moncef Gabbouj, “Unsupervised Scene Change Detection Techniques in Feature Domain via Clustering and Elimination,” Proc. 2002 Tyrrhenian International Workshop on Digital Communications.

326. Lazhar and Moncef Gabbouj, “Color Image Processing Using Generalized Directional Distance-Rational Hybrid Filters,” IEEE International Conference on Systems Men and Cybernetics, SMC 2002, Hammamet, Tunisia, 6-9 October 2002.

327. Ye-Kui Wang, Miska Hannuksela, Viktor Varsa, Ari Hourunranta, and Moncef Gabbouj, “The Error Concealment Feature in the H.26L Test Model,” Proc. IEEE International Conference on Image Processing, ICIP 2002, Rochester, NY. USA, October 2002, Vol II, pp. 729-732.

328. Miska Hannuksela, Ye-Kui Wang and Moncef Gabbouj, “Sub-picture: ROI Coding and Unequal Error Protection ,” Proc. IEEE International Conference on Image Processing, ICIP 2002, Rochester, NY, USA, October 2002, Vol III, pp. 537-540.

329. Dong Tian, Miska Hannuksela, Ye-Kui Wang and Moncef Gabbouj, “Coding of Faded Scene Transitions,” Proc. IEEE International Conference on Image Processing, ICIP 2002, Rochester, NY. USA, October 2002, Vol II, pp. 505-508.

330. Mari Partio, Bogdan Cramariuc, Moncef Gabbouj and Ari Visa, ”Rock Texture Retrieval Using Gray Level Co-occurrence Matrix” Proc. of the 5th Nordic Signal Processing Symposium, NORSIG 2002, 4-7 October 2002, Norway.

331. Lazhar Khriji, M. Al-Badi and Moncef Gabbouj, “Rational-Based Interpolator for Video Noise Removal,” International Conference on Signals Systems Decision and Information Technology, SSD 2003, Sousse, Tunisia, March 26-28, 2003.

332. Serkan Kiranyaz, Mathieu Aubazac and Moncef Gabbouj, “Unsupervised Segmentation and Classification over MP3 and AAC Audio Bitstreams,” Proceedings of WIAMIS 2003: Workshop on Image Analysis for Multimedia Services, 9-11 April 2003, London, U.K.

333. Ye-Kui Wang, Miska Hannuksela and Moncef Gabbouj, “Error-Robust Inter/Intra Mode Selection Using Isolated Regions,” Proc. of Packet Video, PV 2003, April 28-29, Nantes, France.

334. Tian Dong, Miska Hannuksela, Ye-Kui Wang and Moncef Gabbouj, “Error Resilient Video Coding Techniques Using Spare Pictures,” Proc. of Packet Video, PV 2003, April 28-29, Nantes, France.

335. Olcay Guldogan, Esin Guldogan, Serkan Kiranyaz, Kerem Caglar and Moncef Gabbouj, “Dynamic Integration of Explicit Feature Extraction Algorithms Into MUVIS Framework,” Proc. Finnish Symposium on Signal Processing, FINSIG 2003, 19 May 2003, Tampere, Finland, pp. 120-123.

336. Sid-Ahmed Kabara, Moncef Gabbouj, P. Dastidar, Faouzi Alaya-Cheikh, P. Ryymin and E. Laasonen, “CT Image Texture Analysis of Intracerebral Hemorrhage,” Proc. Finnish Symposium on Signal Processing, FINSIG 2003, 19

May 2003, Tampere, Finland, pp. 190-194.

337. Mari Partio, Esin Guldogan, Olcay Guldogan and Moncef Gabbouj, “Applying Texture and Color Feature to Natural Image Retrieval,” Proc. Finnish Symposium on Signal Processing, FINSIG 2003, 19 May 2003, Tampere, Finland, pp. 199-203.

338. Ahmad Iftikhar, Faouzi Alaya-Cheikh, Bogdan Cramariuc and Moncef Gabbouj, “Query By Image Content Using Mobile Information Device Profile (MIDP),” Proc. Finnish Symposium on Signal Processing, FINSIG 2003, 19 May 2003, Tampere, Finland, pp. 209-212.

339. Ronald K. Pearson, Moncef Gabbouj and Jaakko Astola, Nonlinear FIR Filter Clones, Proc. IEEE-EURASIP NSIP 2003, 8-11 June 2003, Grado, Italy.

340. Ronald K. Pearson, Moncef Gabbouj and Jaakko Astola, Idempotent Nonlinear Filters, Proc. IEEE-EURASIP NSIP 2003, 8-11 June 2003, Grado, Italy.

341. Faouzi Alaya Cheikh, Bogdan Cramariuc and Moncef Gabbouj, “Ordinal-based Shape Retrieval with Relevance Feedback,” Proc. of the Seventh International Symposium on Signal Processing and its Applications, ISSPA 2003, 1-4 July 2003, Paris, France, pp. 189-192.

342. Lazhar Khriji, Moncef Gabbouj and Samir Akkari, “Color Picture Enhancement Using Rational Unsharp Masking-Based Approach,” Proc. 3rd WSEAS International Conference on Instrumentation, Measurement, Control, Circuits and Systems (IMCCAS’03), 1-3 September 2003, Malta, to appear also in International Journal WEAS Transactions on Systems.

343. Lazhar Khriji, Moncef Gabbouj and Samir Akkari, “Generalized directional Distance-Rational Hybrid Filters,” Proc. 3rd WSEAS International Conference on Instrumentation, Measurement, Control, Circuits and Systems (IMCCAS’03), 1-3 September 2003, Malta, to appear also in International Journal WEAS Transactions on Systems.

344. Faouzi Alaya Cheikh and Moncef Gabbouj, “Relevance Feedback for Shape Query Refinement,” Proc. IEEE International Conference on Image Processing, ICIP 2003, Barcelona, Spain, 14-17 September 2003, pp. I-745-748.

345. Esin Guldogan, Olcay Guldogan, Serkan Kiranyaz, Kerem Caglar and Moncef Gabbouj, “Compression Effects on Color and Texture Based Multimedia Indexing and Retrieval,” Proc. IEEE International Conference on Image Processing, ICIP 2003, Barcelona, Spain, 14-17 September 2003, pp. II-9-12.

346. Miska M. Hannuksela, Ye-Kui Wang, and Moncef Gabbouj, “Random Access Using Isolated Regions,” Proc. IEEE International Conference on Image Processing, ICIP 2003, Barcelona, Spain, 14-17 September 2003, pp. III-841-844.

347. Serkan Kiranyaz, Kerem Caglar, Esin Guldogan, Olcay Guldogan, and Moncef Gabbouj, "MUVIS: A Content-based Multimedia Indexing and Retrieval Framework," Proceedings Fourth International Workshop on Content-Based Multimedia Indexing, CBMI 2003, 22-24 September 2003, Rennes, France.

348. Ronald K. Pearson and Moncef Gabbouj, “Relational Nonlinear FIR Filters,” in Proc. DIMACS Workshop on Data Quality, Data Cleaning and Treatment of Noisy Data, November 3 - 4, 2003, Piscataway, NJ.

349. Moncef Gabbouj, "Video Segmentation and Indexing", Proc. 5th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2004, Instituto Superior Técnico, Lisboa, Portugal, 21-23 April 2004.

350. Serkan Kiranyaz, Moncef Gabbouj, "A Novel Multimedia Retrieval Technique: Progressive Query (WHY WAIT)," Proc. 5th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2004, Instituto Superior Técnico, Lisboa, Portugal, 21-23 April 2004.

351. S. Kiranyaz, A.F. Qureshi, and M. Gabbouj, "A fuzzy approach towards perceptual classification and segmentation of MP3/AAC audio" , Proceedings of the First International Symposium on Control, Communications and Signal Processing, ISCCSP 2004, Hammamet, Tunisia, 21-24 March 2004. pp. 727-730.

352. Mari Partio, Bogdan Cramariuc and Moncef Gabbouj, “Texture retrieval using ordinal co-occurrence features,” Proceedings of the 6th Nordic Signal Processing Symposium – NORSIG 2004, June 9-11, 2004, Espoo, Finland.

353. Marcelo Soria-Rodríguez, Moncef Gabbouj, Nick Zacharov, Matti Hämäläinen, Kalle Koivuniemi, “Modeling and

Real-Time Auralization of Electrodynamic Loudspeaker Non-Linearities,” Proc. IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP 2004, Montreal, Quebec, Canada, 17 – 21 May 2004, pp. IV-81-- IV-84.

354. M. Partio, B. Cramariuc and M. Gabbouj, "Texture similarity evaluation using ordinal co-occurrence," Proceedings of IEEE International Conference on Image Processing, IEEE International Conference on Image Processing, ICIP 2004, pp.1537-1540, Singapore, October 24-27, 2004.

355. Ronald K. Pearson, Gregory E. Gonye, and Moncef Gabbouj, “Finite Set DSP with Application to DNA Sequences,” in Proceedings of the European Signal Processing Conference, EUSIPCO 2004, 6-10 September, 2004.

356. I. Ahmad, S. Abdullah, S. Kiranyaz, M. Gabbouj, “Content-Based Image Retrieval on Mobile Devices”, Proceedings of SPIE (Multimedia on Mobile Devices), 5684, San Jose, USA, 16-20 January 2005.

357. Serkan Kiranyaz, Ahmad Farooq Qureshi and Moncef Gabbouj, “A Generic Audio Classification and Segmentation Approach for Multimedia Indexing and Retrieval,” in Proceedings of European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology, EWIMT 2004, London, UK, 25-26 November 2004.

358. Esin Guldogan and Moncef Gabbouj, “DCT-Based Downscaling Effects on Color and Texture-Based Image Retrieval,” in Proceedings of European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology, EWIMT 2004, London, UK, 25-26 November 2004.

359. C. De Roover, M. Gabbouj and B. Macq, “An Accurate Semi-automatic Segmentation Scheme Based on Watershed and Change Detection Mask,” Proceedings of SPIE, San Jose, USA, 16-20 January 2005.

360. Esin Guldogan and Moncef Gabbouj, "Transform-Based Layered Query system for Image Indexing and Retrieval," Proceedings 2005 International Workshop on Nonlinear Signal and Image Processing, NSIP 2005, 18-20 May 2005, Sapporo, Japan, pp. 381-384.

361. Dong Tian, Miska M. Hannuksela, Moncef Gabbouj, “Sub-Sequence Video Coding for Improved Temporal Scalability”, Proceedings 2005 IEEE International Symposium on Circuits and Systems, ISCAS 2005, 23-26 May 2005, Kobe, Japan, pp. 6074-6077.

362. Yan Zhao, Miska M. Hannuksela, Dong Tian, Moncef Gabbouj, “Spatial Error Concealment Based on Directional Decision and Intra Prediction”, Proceedings 2005 IEEE International Symposium on Circuits and Systems, ISCAS 2005, 23-26 May 2005, Kobe, Japan, pp. 2899-2902.

363. Iftikhar Ahmad, Shafaq Abdullah, M. Serkan Kiranyaz, and Moncef Gabbouj, "Progressive Query Technique for Image Retrieval on Mobile Devices," Proceedings Fourth International Workshop on Content-Based Multimedia Indexing, CBMI 2005, 21-23 June 2005, Riga, Latvia.

364. Dong Tian, Vinod Kumar MV, Miska Hannuksela, Stephan Wenger, Moncef Gabbouj, “Improved H.264 /AVC Video Broadcast /Multicast”, Proceedings 2005 Visual Communications and Image Processing, SPIE VCIP 2005, 12-15 July 2005, Beijing, China, pp. 71-82.

365. Ville-Pekka Limnell, Dong Tian, Miska M. Hannuksela, Moncef Gabbouj, “Quality Scalability in H.264/AVC Video Coding”, Proceedings 2005 Visual Communications and Image Processing, SPIE VCIP 2005, 12-15 July 2005, Beijing, China, pp. 559-567.

366. Iftikhar Ahmad and Moncef Gabbouj, “Compression and Network Effect on Content-Based Image Retrieval on Java Enabled Mobile Devices,” Proceedings of 2005 Finnish Signal Processing Symposium, FINSIG 2005, 25 August 2005, Kuopio, Finland, pp. 35-38.

367. Kemal Ugur, Stephan Wenger, Dong Tian and Moncef Gabbouj, “Where to Spend the Bits? Efficiency of Source and Channel Coding in MBMS”, Proc. 13th European Signal Processing Conference, EUSIPCO 2005, 4-8 September 2005, Antalya, Turkey.

368. Esin Guldogan and Moncef Gabbouj, “Mapping by Adaptive Threshold Method for Dimension Reduction of Content-Based Indexing and Retrieval Features,” Proc. 13th European Signal Processing Conference, EUSIPCO 2005, 4-8 September 2005, Antalya, Turkey.

369. Olcay Guldogan and Moncef Gabbouj, “Content-Based Image Indexing and Retrieval Framework on Symbian Based Mobile Platform,” Proc. 13th European Signal Processing Conference, EUSIPCO 2005, 4-8 September 2005, Antalya, Turkey.

370. Serkan Kiranyaz and Moncef Gabbouj, “Hierarchical Cellular Tree: An Efficient Indexing Method for Browsing and Navigation in Multimedia Databases,” Proc. 13th European Signal Processing Conference, EUSIPCO 2005, 4-8 September 2005, Antalya, Turkey.

371. Mari Partio, Bogdan Cramariuc and Moncef Gabbouj, “Block-Based Ordinal Co-occurrence Matrices for Texture Similarity Evaluation,” Proc. 2005 IEEE International Conference on Image Processing, ICIP 2005, 11-14 September 2005, Genova, Italy, vol. I, pp. 517-520.

372. Esin Guldogan, Olcay Guldogan and Moncef Gabbouj, “Visual Media Retrieval Using Transform-Based Layered Query Scheme,” Proc. 2005 IEEE International Conference on Image Processing, ICIP 2005, 11-14 September 2005, Genova, Italy, vol. I, pp. 521-524.

373. Serkan Kiranyaz and Moncef Gabbouj, “A Dynamic Content-Based Indexing Method for Multimedia Databases: Hierarchical Cellular Tree,” Proc. 2005 IEEE International Conference on Image Processing, ICIP 2005, 11-14 September 2005, Genova, Italy, vol. I, pp. 533-536.

374. Mehdi Rezaei, Stephan Wenger, Moncef Gabbouj, "Video Rate Control for Streaming and Local Recording Optimized for Mobile Devices," in Proc. IEEE International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC 2005), Berlin, Germany, September 2005.

375. Vinod Kumar Malamal Vadakital, Miska Hannuksela, Harri Pekkonen and Moncef Gabbouj, “On Datacasting of H.264/AVC over DVB-H,” Proceedings of the 2005 IEEE Seventh Workshop on Multimedia Signal Processing, MMSP 2005, 30 October – 2 November 2005, Shanghai, China, pp. 209-212.

376. Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj, “An Efficient Image Retrieval Scheme on Java Enabled Mobile Devices,” Proceedings of the 2005 IEEE Seventh Workshop on Multimedia Signal Processing, MMSP 2005, 30 October – 2 November 2005, Shanghai, China, pp. 397 - 400.

377. Mehdi Rezaei, Moncef Gabbouj, “Bit Allocation for Variable Bitrate Video,” Proceedings of the 2005 IEEE Seventh Workshop on Multimedia Signal Processing, MMSP 2005, 30 October – 2 November 2005, Shanghai, China, pp. 569-572.

378. Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj, “Audio Retrieval Framework for Multimedia Archives on Java Enabled Mobile Devices,” Proceedings of the 2005 International Conference on “Computer as a Tool”, EUROCON 2005, 21-24 November 2005, Belgrade, Serbia and Montenegro, pp. 163 - 166.

379. Mehdi Rezaei, Stephan Wenger, Moncef Gabbouj, "Analyzed Rate Distortion Model in Standard Video Codecs for Rate Control," in Proc. IEEE Workshop on Signal Processing Systems (SIPS 2005), Athens, Greece, Nov. 2005, PP. 550-555.

380. Jari Koivusaari, Jarmo Takala and Moncef Gabbouj, “ Image coding using adaptive resizing in the block-DCT domain,” In: Creutzburg, R. et al., eds., Multimedia on Mobile Devices II, Proceedings of SPIE IS&T Electronic Imaging, San Jose, California, USA, 16-17 January 2006.

381. Iftikhar Ahmad and Moncef Gabbouj, “Audio-Based Image Retrieval over Java-Enabled Mobile Devices,” In: Creutzburg, R. et al., eds., Multimedia on Mobile Devices II, Proceedings of SPIE IS&T Electronic Imaging, San Jose, California, USA, 16-17 January 2006

382. Moncef Gabbouj, Iftikhar Ahmad, M. Yasir Amin and Serkan Kiranyaz, ”Content-based image retrieval for connected mobile devices,” Proceedings of the Second International Symposium on Communications, Control and Signal Processing, ISCCSP 2006, Marrakech, Morocco, 13-15 March 2006.

383. Rusen Öktem, Esin Guldogan, Moncef Gabbouj, “A Segmentation Algorithm for Foreground/Background Extraction,” Proceedings of the 14th IEEE Signal Processing and Communications Applications, 17-19 April 2006 Page(s):1 – 4 (in Turkish).

384. Serkan Kiranyaz and Moncef Gabbouj, "An Interactive Query Implementation over High-Precision Progressive

Query Scheme", in Proc. The 7th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2006, April 19-21, 2006, pp. 17-20.

385. Miska M. Hannuksela, Mehdi Rezaei, Moncef Gabbouj, "Video Splicing for Tune-in Time Reduction in IP Datacasting over DVB-H," in Proc. IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (ISBMSB 2006), Las Vegas, USA, April 2006.

386. Mehdi Rezaei, Miska M. Hannuksela, Moncef Gabbouj, "Region Based Minimization of Quantization Error Propagation in Variable Bitrate Video," in Proc. Picture Coding Symposium (PCS 2006), Beijing, China, 24-26 April 2006.

387. Mehdi Rezaei, Miska M. Hannuksela, Moncef Gabbouj, "Low-Complexity Fuzzy Video Rate Controller for Streaming," in Proc. IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP 2006), Toulouse, France, May 2006, pp. II-897--900.

388. Kemal Ugur, Jani Lainema, Antti Hallapuro, and Moncef Gabbouj, "Generating H.264/AVC Compliant Bitstreams for Lightweight Decoding Operation Suitable for Mobile Multimedia Systems,” in Proc. IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP 2006), Toulouse, France, May 2006, pp. II-33—36.

389. Miguel Ferreira, Serkan Kiranyaz, and Moncef Gabbouj, "Multi-scale Edge Detection and Object Extraction for Image Retrieval,” in Proc. IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP 2006), Toulouse, France, May 2006, pp. II-381—384.

390. Mehdi Rezaei, Alireza Akhbardeh, Miska M. Hannuksela, Moncef Gabbouj, "Fuzzy Rate Controller for Variable Bitrate Video in Mobile Applications," in Proc. IEEE International Conference on Communications (ICC 2006), Istanbul, Turkey, 11-15 June 2006.

391. Vinod Kumar Malamal Vadakital, Miska M. Hannuksela, Mehdi Rezaei, Moncef Gabbouj, "Optimal IP Packet Size for Efficient Data Transmission in DVB-H," Proc. Nordic Signal Processing Symposium (NORSIG 2006), Iskja, Iceland, June 2006.

392. Mehdi Rezaei, Miska Hannuksela and Moncef Gabbouj, ”Video Encoding and Splicing for Tune-in Time Reduction in IP Data Casting (IPDC) Over DVB-H,” in Proc. IEEE International Conference on Multimedia & Expo (ICME 2006), Toronto, Ontario, Canada, 9-12 July 2006, pp. 601-604.

393. Esin Guldogan, Olcay Guldogan and Moncef Gabbouj, “Efficient Image Retrieval with JPEG2000 and DWT-Based Downscaling,” Proc. SMMSP 2006, Florence, Italy, September 2006.

394. Mejdi Trimeche, Marius Tico and Moncef Gabbouj, “Dense Optical Flow Field Estimation Using Recursive LMS Filtering,” in Proceedings of the 14th European Signal Processing Conference, EUSIPCO 2006, Florence, Italy, 4-8 September, 2006.

395. Miguel Ferreira, Serkan Kiranyaz and Moncef Gabbouj, “A Novel Shape Descriptor Over Multi-Scale Edge Field: 2D Walking Ant Histogram,” in Proceedings of 13th International Conference on Systems, Signals and Image Processing and Semantic Multimodal Analysis of Digital Media, IWSSIP 2006, Budapest, Hungary, 21-23 September 2006.

396. Mehdi Rezaei, Miska Hannuksela, Vinod Kumar Malamal Vadakital and Moncef Gabbouj, “Spliced Video and Buffering Considerations for Tune-in Time Minimization in DVB-H for Mobile TV,” in Proceedings of 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2006, Helsinki, Finland, 11-14 September 2006.

397. Vinod Kumar Malamal Vadakital, Miska Hannuksela, Mehdi Rezaei and Moncef Gabbouj, “Method for Unequal Error Protection in DVB-H for Mobile Television,” in Proceedings of 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, Helsinki, Finland, 11-14 September 2006.

398. Mehdi Rezaei, Miska M. Hannuksela, Moncef Gabbouj, "Video splicing and Fuzzy Rate Control in IP Multi-Protocol Encapsulator for Tune-in Time Reduction in IP Datacasting (IPDC) over DVB-H," in Proc. IEEE International Conference on Image Processing (ICIP 2006), Atlanta, USA, Oct. 2006.

399. Mehdi Rezaei, Moncef Gabbouj, and Imed Bouazizi, “Delay Constrained Fuzzy Rate Control for Video Streaming

over DVB-H,” Proceedings of the 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP’06, Dec. 2006 Page(s):223 – 227.

400. Jari Koivusaari, Jarmo Takala and Moncef Gabbouj, “Reducing Computational Complexity of Three-Dimensional Discrete Cosine Transform in Video Coding Process,” In R. Creutzburg, et. Al. Eds, Proceedings of the SPIE IS&T Electronic Imaging, Multimedia on Mobile Devices 2007, San Jose, California, USA, 28 January – 1 February 2007.

401. Serkan Kiranyaz, Hantao Liu, Miguel Ferreira and Moncef Gabbouj, “An Efficient Approach for Boundary Based Corner Detection by Maximizing Bending Ratio and Curvature,” Proceedings of 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Sharjah, UAE, 12-15 February 2007, pp. 1-4.

402. Kemal Ugur, Jani Lainema, Moncef Gabbouj, ”Adaptive Interpolation Filter with Flexible Symmetry for Coding High Resolution High Quality Video,” Proceedings of the 2007 IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP 2007, Volume 1, 15-20 April 2007 Page(s):I-1013 - I-1016.

403. Kemal Ugur, Hui Liu, Jani Lainema, Moncef Gabbouj and Houqiang Li, “Parallel encoding-decoding operation for multiview video coding with high coding efficiency,” Proceedings of 3DTV Conference on Capture, Transmission and Display of 3D Video, 7-9 May 2007, Kos Island, Greece.

404. Mehdi Rezaei, Imed Bouazizi, Vinod Kumar Malamal Vadakital, and Moncef Gabbouj, “Optimal Channel Changing Delay for Mobile TV Over DVB-H,” Proceedings of the 2007 IEEE International Conference on Portable Information Devices, PORTABLE’07, 25-29 May 2007 Page(s):1 – 5.

405. Serkan Kiranyaz, Miguel Ferreira, Moncef Gabbouj, “A Directional Texture Descriptor via 2D Walking Ant Histogram,” Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2007, 6-8 June 2007.

406. Hanna Silen, Helena Helander, Konsta Koppinen and Moncef Gabbouj, “Building a Finnish Unit Selection TTS System,” Proceedings of the 6th ISCA Workshop on Speech Synthesis, Bonn, Germany, 22-24 August 2007, pp. 310-315.

407. Stefan Uhlmann, Serkan Kiranyaz and Moncef Gabbouj, “A Regionalized Content-Based Image Retrieval Framework,” Proceedings of the 15th European Signal Processing Conference, EUSIPCO 2007, Poznan, Poland, 3-7 September 2007, pp. 1804-1808.

408. Ronald Pearson, Jaakko Astola and Moncef Gabbouj, “Nonlinear Filters Satisfying Restricted Linearity Conditions,” in Proceedings of the Workshop on Nonlinear Signal and Image Processing, Bucharest, Romania, 10-12 September 2007, pp. 116-121.

409. Serkan Kiranyaz, Murat Birinci, Moncef Gabbouj, “Directional spatial color descriptor in a perceptual model: proximity grids,” Proceedings of the 2007 International Symposium on Image and Signal Processing and Analysis, ISPA 2007, 27-29 September 2007, pp. 119 – 124.

410. Dmytro Rusanovskyy, Moncef Gabbouj, Kemal Ugur, “Spatial and Temporal Adaptation of Interpolation Filter For Low Complexity Encoding/Decoding,” Proceedings of the 2007 IEEE Workshop on Multimedia Signal Processing, MMSP 2007, 1-3 Oct. 2007, pp. 163 – 166.

411. Elina Helander, Hanna Silen and Moncef Gabbouj, “The use of diphone variants in optimal text selection for Finnish unit selection speech synthesis,” R.K. Potapova (Ed.) Proceedings of the 12th International Conference on Speech and Computer, SPECOM 2007, Moscow, Russia, 15-18 October 2007, pp. 293-298.

412. Elina Helander, Jani Nurminen and Moncef Gabbouj, “Analysis of LSF Frame Selection in Voice Conversion,” R.K. Potapova (Ed.) Proceedings of the 12th International Conference on Speech and Computer, SPECOM 2007, Moscow, Russia, 15-18 October 2007, pp. 651-656.

413. Ying Chen, Ye-Kui Wang and Moncef Gabbouj, “Buffer requirement analysis for multiview video coding,” Proceedings of the 26th Picture Coding Symposium, PCS 2007, Lisbon, Portugal, 7-9 November 2007.

414. Jin Li, Jarmo Takala, Moncef Gabbouj and Hexin Chen, “Use of adaptive resizing in 3-D DCT domain for video coding,” Proceedings of the 26th Picture Coding Symposium, PCS 2007, Lisbon, Portugal, 7-9 November 2007.

415. Mehdi Rezaei, Imed Bouazizi and Moncef Gabbouj, “Generating antipersistent VBR video traffic,” Proceedings of

the 26th Picture Coding Symposium, PCS 2007, Lisbon, Portugal, 7-9 November 2007.

416. Mejdi Trimeche, Jani Lainema and Moncef Gabbouj, “Hierarchical motion estimation using recursive LMS filters,” Proceedings of the 26th Picture Coding Symposium, PCS 2007, Lisbon, Portugal, 7-9 November 2007.

417. Vinod Kumar Malamal Vadakital, Miska Hannuksela, and Moncef Gabbouj, “Time-interleaved simulcast and redundant intra picture insertion for reducing tune-in delay in DVB-H,” Proceedings of the International Packet Video Workshop, PV 2007, Lausanne, Switzerland, in November 12-13, 2007.

418. Esin Guldogan and Moncef Gabbouj, “Unsupervised Elimination of Media Items in Content-Based Image Retrieval,” Proceedings of 2007 IEEE International Conference on Signal Processing and Communication, ICSPC 2007, 24-27 November, 2007, Dubai, United Arab Emirates, pp. 5-8.

419. Serkan Kiranyaz, Stefan Uhlmann, and Moncef Gabbouj, “Effects of Arbitrary-Shaped Regions on Texture Retrieval,” Proceedings of 2007 IEEE International Conference on Signal Processing and Communication, ICSPC 2007, 24-27 November, 2007, Dubai, United Arab Emirates, pp. 13-16.

420. Mehdi Rezaei, Imed Bouazizi, and Moncef Gabbouj, “A Model for Controlled VBR Video Traffic,” Proceedings of 2007 IEEE International Conference on Signal Processing and Communication, ICSPC 2007, 24-27 November, 2007, Dubai, United Arab Emirates, pp. 1455-1458.

421. Mehdi Rezaei, Imed Bouazizi, and Moncef Gabbouj, “Fuzzy joint encoding and statistical multiplexing of multiple video sources with independent quality of service over DVB-H,” Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007, Kaohsiung, Taiwan, 26-28 November, 2007, pp. 542-545.

422. Jin Li, Jarmo Takala, Moncef Gabbouj, and Hexin Chen, ”Variable temporal length 3D DCT-DWT based video coding,” Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2007, Huaqiao University, Xiamen, China, November 28 -December 1, 2007, pp. 506 – 509.

423. Xuejun Wang, Shigang Wang, Hexin Chen, and Moncef Gabbouj, “A Shot Clustering Based Algorithm for Scene Segmentation,” Proceedings of the 2007 Computational Intelligence and Security Workshop, CISW 2007, 15-19 Dec. 2007, pp. 259 – 252.

424. Jin Li, Jari Koivusaari, Jarmo Takala, Moncef Gabbouj and Hexin Chen, “Human Visual System Based Adaptive Inter Quantization,” R. Creutzburg et al. (Eds.) Proceedings of SPIE IS&T Electronic Imaging, Multimedia on Mobile Devices 2008, San Jose, California, USA, 27-31 January 2008.

425. Jin Li, Jarmo Takala, Moncef Gabbouj, Hexin Chen; “Modeling of 3-D DCT Coefficients for Fast Video Encoding,” Proceedings of the 3rd International Symposium on Communications, Control and Signal Processing, ISCCSP 2008, 12-14 March 2008, pp. 634 – 638.

426. Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, and Moncef Gabbouj, “Video Coding Using Pruned Transforms and Interleaving of Multiple Blocks," in Proceedings IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP 2008, Las Vegas, NV, March 31 - April 4, 2008, pp. 1049–1052.

427. Elina Helander, Jani Nurminen, and Moncef Gabbouj, “'LSF Mapping for Voice Conversion With Very Small Training Sets,” in Proceedings IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP 2008, Las Vegas, NV, March 31 - April 4, 2008, pp. 4669 – 4672.

428. J. Li, J. Takala, M. Gabbouj, and H. Chen, "A Detection Algorithm for Zero-Quantized DCT Coefficient in JPEG," in Proceedings IEEE International Conference on Acoustic, Speech and Signal Processing, Las Vegas, NV, March 31 - April 4, 2008, pp. 1189 - 1192.

429. Kemal Ugur, Dmytro Rusanovskyy, Moncef Gabbouj, “Efficient Calculation of Adaptive Interpolation Filter With Distortion Modelling,” in Proceedings IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP 2008, Las Vegas, NV, March 31 - April 4, 2008, pp. 673 - 676.

430. Serkan Kiranyaz, Turker Ince, Alper Yildirim and Moncef Gabbouj, "Multi-Dimensional Particle Swarm Optimization", International Workshop on Hybrid Systems: Modeling, Simulation and Optimization, Istanbul, Turkey, 14-16 May 2008.

431. Dmytro Rusanovskyy, Kemal Ugur, Moncef Gabbouj and Jani Lainema, "Video Coding With Pixel-Aligned Directional Adaptive Interpolation Filters," Proceedings of the IEEE International Symposium on Circuits and Systems, ISCAS 2008, Seattle, WA, USA, 18-21 May 2008, pp. 704 - 707.

432. Shujie Liu, Ying Chen, Ye-Kui Wang, Moncef Gabbouj, Miska Hannuksela and Houquiang Li, "Frame loss error concealment for multiview video coding," Proceedings of the IEEE International Symposium on Circuits and Systems, ISCAS 2008, Seattle WA, USA, 18-21 May 2008, pp. 3470 - 3473.

433. Murat Birinci, Serkan Kiranyaz, Moncef Gabbouj, “Image Color Content Description Utilizing Perceptual Color Correlogram,” Proceedings of the 2008 International Workshop on Content-Based Multimedia Indexing, CBMI 2008, London, UK, 18-20 June 2008, pp. 200 – 207.

434. Ying Chen, Ye-Kui Wang, Miska Hannuksela and Moncef Gabbouj, “Single-Loop Decoding for Multiview Video Coding,” Proceedings of 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, Hannover, Germany, 23-26 June 2008, pp. 605-608.

435. Cixun Zhang, Kemal Ugur and Moncef Gabbouj, “Fast Mode Decision for Adaptive Prediction Error Coding,” Proceedings of 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, Hannover, Germany, 23-26 June 2008, pp. 585-588.

436. Ying Chen, S. Liu, Ye-Kui Wang, Miska Hannuksela, H. Li and Moncef Gabbouj, “Low Complexity Asymmetric Multiview Video Coding,” Proceedings of 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, Hannover, Germany, 23-26 June 2008, pp. 773-776.

437. Jin Li, Moncef Gabbouj, Jarmo Takala and Hexin Chen, “Laplacian Modeling of DCT Coefficients for Real-Time Encoding,” Proceedings of 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, Hannover, Germany, 23-26 June 2008, pp. 797-800.

438. Turker Ince, Serkan Kiranyaz and Moncef Gabbouj, “Automated Patient-Specific Classification of Premature Venticular Contractions,” Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2008, Vancouver, Canada, 20-24 August 2008, pp. 5474-5477.

439. Jenni Pulkkinen, Serkan Kiranyaz, and Moncef Gabbouj, "Dynamic Multi-swarm Particle Swarm Optimization with Fractional Global Best Formation," in Proceedings of 13th Finnish Artificial Intelligence Conference, STeP 2008, Helsinki, Finland, August 2008, pp. 52-59.

440. Elina Helander, J. Schwarz, Jani Nurminen, Hanna Silén, and Moncef Gabbouj, ”On the Impact of Alignment on Voice Conversion Performance”, In Proceedings of Interspeech 2008, , Brisbane, Australia, September 2008, pp. 1453-1456.

441. Hanna Silen, Elina Helander, Jani Nurminen, and Moncef Gabbouj. Evaluation of Finnish Unit Selection and HMM-based Speech Synthesis. In Proceedings of Interspeech 2008, Brisbane, Australia, September 2008, pp. 1853-1856.

442. Dmytro Rusanovskyy, Kemal Ugur and Moncef Gabbouj, “Fast Encoding Algorithms for Video Coding with Adaptive Interpolation Filters,” Proceedings of the IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008, 8-10 October 2008, pp. 317-321.

443. Ying Chen, Ye-Kui Wang, Miska Hannuksela and Moncef Gabbouj, “Picture-Level Adaptive Filter for Asymmetric Stereoscopic Video,” Proceedings of the 15th IEEE International Conference on Image Processing, ICIP 2008, San Diego, California, USA, 12-15 October 2008, pp. 1944-1947.

444. Imed Bouazizi, Lukasz Kondrad, Miska M. Hannuksela, Moncef Gabbouj, “Efficient FEC Protection of Scalable Media Streams in DVB-H", Proc. IEEE 58th Annual Broadcast Symposium, Alexandria, Virginia, USA, 15 - 17 October 2008.

445. Jin Li, Moncef Gabbouj, Jarmo Takala and Hexin Chen, “Simplified Video Coding for Digital Mobile Devices,” Proceedings of the 9th International Conference on Signal Processing, ISCP 2008, Beijing, China, 26-29 October 2008.

446. Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj, “Seamless Handover for Mobile TV Over DVB-H

Applications,” Proceedings of 7th International Conference on Mobile and Ubiquitous Multimedia, MUM'08, Umeå, Sweden, 3-5 December 2008, pp. 181-184.

447. Serkan Kiranyaz, Turker Ince, Alper Yldirim and Moncef Gabbouj, “Unsupervised Design of Artificial Neural Networks via Multi-Dimensional Particle Swarm Optimization,” in Proceedings of the 19th International Conference on Pattern Recognition, ICPR 2008, 8-11 December 2008, Tampa, Florida, USA.

448. Serkan Kiranyaz, Jenni Pulkkinen, and Moncef Gabbouj, "Multi-dimensional Particle Swarm Optimization for Dynamic Environments," in Proceedings of 5th International Conference on Innovations in Information Technology, Innovations 2008, Al Ain, UAE, December 2008.

449. Kemal Ugur, Dmytro Rusanovksyy, Antti Hallapuro, Jani Lainema, Moncef Gabbouj, "Efficient implementation of adaptive interpolation filters for low complexity video coding," Digest of Technical Papers, 2009 International Conference on Consumer Electronics, ICCE 2009, 10-14 Jan. 2009, pp.1 - 2.

450. Lukasz Kondrad, Imed Bouazizi, Vinod K.M. Vadakital , Moncef Gabbouj, "Optimal FEC code concatenation for unequal error protection in video streaming applications", Proc. Multimedia Computing and Networking 2009, San Jose, 19-20 January 2009.

451. Moncef Gabbouj, Murat Birinci, Serkan Kiranyaz, "Perceptual Color Descriptor Based on Spatial Distribution Model: Proximity Histograms," in Proceedings of the International Conference on Multimedia and Computing Systems, ICMCS 2009, 2-4 April 2009, Ouarzazate, Marocco, pp. 144-149.

452. Cixun Zhang, Kemal Ugur, Jani Lainema and Moncef Gabbouj, "Video coding using variable block-size spatially varying transforms," Processing of the 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, April 19-24, 2009, Taipei, Taiwan, pp. 905-908.

453. Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj, "Low Complexity Algorithm for Spatially Varying Transforms," in Proceedings of the 2009 Picture Coding Symposium, PCS 2009, May 6-8, 2009, Chicago, Illinois, USA.

454. Ying Chen, Miska Hannuksela, Ling Zhu, Antti Hallapuro, Moncef Gabbouj, Houqiang Li, "Coding techniques in Multiview Video Coding and Joint Multiview Video Model," in Proceedings of the 2009 Picture Coding Symposium, PCS 2009, May 6-8, 2009, Chicago, Illinois, USA.

455. Weixing Wan, Ying Chen, Ye-Kui Wang, Miska Hannuksela, Houqiang Li, Moncef Gabbouj, "Efficient Hierarchical Inter Picture Coding for H.264/AVC Baseline Profile," Low Complexity Algorithm for Spatially Varying Transforms," in Proceedings of the 2009 Picture Coding Symposium, PCS 2009, May 6-8, 2009, Chicago, Illinois, USA.

456. Lukasz Kondrad, Imed Bouazizi, Vinod K. M Vadakital, Miska Hannuksela, Moncef Gabbouj, "Cross-layer optimized transmission of H.264/SVC streams over DVB-T2 broadcast system," in Proceedings of the 2009 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2009, 13-15 May 2009, pp. 1 - 12.

457. Junyong You, Miska Hannuksela, Moncef Gabbouj, "Semantic audiovisual analysis for video summarization," in Proceedings of the IEEE EUROCON 2009, 18-23 May 2009, pp. 1358 - 1363.

458. Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj, "Multi-dimensional Particle Swarm Optimization for dynamic clustering," in Proceedings of the IEEE EUROCON 2009, 18-23 May 2009, pp. 1398 - 1405.

459. Ying Chen, Ye-Kui Wang, Moncef Gabbouj, and Miska M. Hannuksela, "Regionally Adaptive Filtering for Asymmetric Stereoscopic Video Coding," in Proceedings of the 2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009, Taipei, Taiwan, 24-27 May 2009, pp. 2585-2588.

460. Siping Tao, Ying Chen, Miska M. Hannuksela, Ye-Kui Wang, Moncef Gabbouj, and Houqiang Li, "Joint Texture and Depth Map Video Coding Based on the Scalable Extension of H.264/AVC," in Proceedings of the 2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009, Taipei, Taiwan, 24-27 May 2009, pp. 2353-2356.

461. Serkan Kiranyaz, Stefan Uhlmann, Moncef Gabbouj, "Dominant Color Extraction Based on Dynamic Clustering by Multi-dimensional Particle Swarm Optimization," in Proceedings of the Seventh International Workshop on

Content-Based Multimedia Indexing, CBMI 2009, 3-5 June 2009, pp. 181 - 188.

462. Francesco Cricri', Sujeet Mate, Igor Curcio and Moncef Gabbouj, "Mobile and Interactive Social Television - A Virtual TV Room," Proceedings of the 10th IEEE International Symposium on World of Wireless, Mobile and Multimedia Networks, Kos, Greece, June 15-19, 2009.

463. Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj, "Media Aware FEC for Scalable Video Coding Transmission," in Proceedings of the 2009 IEEE Symposium on Computers and Communications, ISCC 2009, 5-8 July 2009, pp. 7 - 12.

464. Jin Li, Moncef Gabbouj, Jarmo Takala, and Hexin Chen, "Merged inverse quantization and IDCT for optimized decoder implementation," Proceedings of the 17th European Signal Processing Conference, Eusipco 2009, Glasgow, Scotland, UK, 24-28 August 2009, pp. 948-952.

465. Serkan Kiranyaz, Tuker Ince, and Moncef Gabbouj, “A Personalized Classification System for Holter Registers”, in Proc. of IEEE Engineering in Medicine and Biology Conf. (EMBC 2009), pp. 1883-1888, Minneapolis, MN, USA, 2-6 September 2009.

466. Victor Popa, Jani Nurminen, Moncef Gabbouj, “A Novel Technique for Voice Conversion Based on Style and Content Decomposition with Bilinear Models,” Proc. of the 10th Annual Conference of the International Speech Communication Association (Interspeech 2009), 6-10 September 2009, Brighton, UK, pp. 2655-2658.

467. Hanna Silén, Elina Helander, Jani Nurminen, Moncef Gabbouj, “Parameterization of Vocal Fry in HMM-Based Speech Synthesis,” Proc. of the 10th Annual Conference of the International Speech Communication Association (Interspeech 2009), 6-10 September 2009, Brighton, UK, pp. 1775-1778.

468. Esin Guldogan and Moncef Gabbouj, "Dynamic Feature Weights with Relevance Feedback in Content-Based Image Retrieval," in Proceedings of the 24th International Symposium on Computer and Information Sciences, ISCIS 2009, 14-16 September 2009, Northern Cyprus, pp. 56-59.

469. Jin Li, Moncef Gabbouj, Jarmo Takala and Hexin Chen, "Direct 3-D DCT-to-DCT Resizing Algorithm for Video Coding," in Proceedings of the IEEE Symposium on Image and Signal Processing and Analysis, Sept.15-18, 2009, Salzburg, Austria, pp.105-110.

470. Chenghao Liu, Ye-Kui Wang, Miska M. Hannuksela, Ying Chen, Mate Sujeet and Moncef Gabbouj, 'RTP/AVPF Compliant Feedback for Error Resilient Video Coding in Conversational Applications," Proceedings of the 2009 International Symposium on Communications and Information Technologies, 28-30 September 2009, Incheon, Korea, pp. 218-223.

471. Junyong You, Andrew Perkis, Miska Hannuksela, Moncef Gabbouj, "Perceptual Quality Assessment Based on Visual Attention Analysis," in Proceedings ACM International Conference on Multimedia (ACM MM) 2009, October, 2009, pp. 561-564.

472. Junyong You; Miska Hannuksela; Moncef Gabbouj, “An Objective Video Quality Metric Based on Spatiotemporal Distortion,” in Proceedings of the IEEE International Conference on Image Processing, ICIP 2009, 7-10 November 2009, Cairo, Egypt, pp. 2229-2232.

473. Dmytro Rusanovskyy, Kemal Ugur, Moncef Gabbouj, “Adaptive Interpolation With Flexible Filter Structures for Video Coding,” in Proceedings of the IEEE International Conference on Image Processing, ICIP 2009, 7-10 November 2009, Cairo, Egypt, pp. 1025-1028.

474. Serkan Kiranyaz, Turker Ince, and Moncef Gabbouj, “Stochastic Approximation Driven Particle Swarm Optimization”, in Proceedings of Innovations’09, 15-17 December 2009, Al-Ain, UAE.

475. Serkan Kiranyaz, Moncef Gabbouj, Jenni Pulkkinen, Turker Ince and Kristian Meissner, "Classification and Retrieval on Macroinvertebrate Image Databases using Evolutionary RBF Neural Networks," in Proceedings of the International Workshop on Advanced Image Technology (IWAIT), 11-12 January 2010, Kuala Lumpur, Malaysia .

476. Iftikhar Ahmad, Moncef Gabbouj, ”Content-based interactive image retrieval from JAVA enabled mobile devices,” Proceedings of the Fourth International Symposium on Communications, Control and Signal Processing, ISCCSP 2010, 3-5 March 2010, Limassol, Cyprus.

477. Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj, "Optimizing the DVB-T2 System for Mobile Broadcast", Proceedings of the IEEE Broadband Multimedia System and Broadcasting, 24-26 March 2010, Shanghai, China.

478. Serkan Kiranyaz, Turker Ince and Moncef Gabbouj, ""Dynamic Data Clustering using Stochastic Approximation Driven Multi-dimensional Particle Swarm Optimization, Proc. 13th European Conference on Genetic Programming, 7-9 April 2010, Istanbul, Turkey.

479. Esin Guldogan, Moncef Gabbouj, "Adaptive image classification based on folksonomy," Proceedings 11th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2010 Desenzano del Garda, 12-14 April 2010.

480. Hanna Silen, Elina Helander, Jani Nurminen and Moncef Gabbouj, "Analysis of Duration Prediction Accuracy in HMM-Based Speech Synthesis," Proceedings of the 5th International Conference on Speech Prosody, Chicago, IL, U.S.A., May 11-14, 2010.

481. Chenghao Liu, Imed Bouazizi and Moncef Gabbouj, "Advanced Rate Adaption for Unicast Streaming of Scalable Video," Proceedings of the 2010 International Conference on Communications, Capetown, South Africa, May 23-27, 2010.

482. Antti Hallapuro, Dmytro Rusanovskyy, Kemal Ugur, Jani Lainema, and Moncef Gabbouj, "Efficient SIMD-based implementation of adaptive filter," Proceedings of 2010 IEEE International Symposium on Circuits and Systems, ISCAS 2010, Paris, France, 30 May - 2 June 2010 pp. 4193-4196.

483. Noha El-Yamany; Kemal Ugur; Miska Hannuksela; Moncef Gabbouj, "Evaluation Of Depth Compression And View Synthesis Distortions In Multiview-video-plus-depth Coding Systems," in Proceedings of the 3DTV-CONF, Capture, Transmission and Display of 3D Video, 7-9 June 2010, Tampere, Finland.

484. Payman Aflaki, Miska M. Hannuksela, Jukka Häkkinen, Paul Lindroos, Moncef Gabbouj, "Impact of Downsampling Ratio in Mixed-resolution Stereoscopic Video," in Proceedings of the 3DTV-CONF, Capture, Transmission and Display of 3D Video, 7-9 June 2010, Tampere, Finland.

485. Aijun Sang, Hexin Chen and Moncef Gabbouj, "3D Balance Quantization Encoding Based on Variable Size Matrix Segmentation," Proceedings of the 2010 IEEE International Conference on Information and Automation, Harbin, China, June 20-23, 2010 pp. 2325-2328.

486. Turker Ince, Serkan Kiranyaz, Moncef Gabbouj, "Classification of polarimetric SAR images using evolutionary RBF networks," Proceedings of 20th International Conference on Pattern Recognition, ICPR 2010, Istanbul, Turkey, 23-26 August 2010, pp. 4324-4327.

487. Junyong You, Andrew Perkis and Moncef Gabbouj, "Improving Image Quality Assessment with Modeling Visual Attention," in Proceedings of the 2nd European Workshop on Visual Information Processing, EUVIP-2010, 5-7 July 2010, Paris, France, pp. 177-182.

488. Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj, "LDPC FEC Code Extension for Unequal Error Protection in 2nd Generation DVB Sytstems," Proceedings of the IEEE International Conference on Multimedia & Expo, 19-23 July 2010, Singapore, pp. 504-509.

489. Chenghao Liu, Imed Bouazizi, Moncef Gabbouj, "Multi-buffer Based Congestion Control for Multicast Streaming of Scalable Video," Proceedings of the IEEE International Conference on Multimedia & Expo, 19-23 July 2010, Singapore, pp. 998-1003.

490. Ying Chen, Weixing Wan, Miska Hannuksela, Jun Zhang, Houqiang Li, Moncef Gabbouj, "Depth-level-adaptive View Synthesis for 3D Video," Proceedings of the IEEE International Conference on Multimedia & Expo, 19-23 July 2010, Singapore, pp. 1724-1729.

491. Turker Ince, Serkan Kiranyaz and Moncef Gabbouj, "Classification of Polarimetric SAR Images Using Evolutionary RBF Neural Networks," Proceedings of the 20th International Conference on Pattern Recognition, August 23-26, 2010, Istanbul Convention & Exhibition Centre, Istanbul, Turkey.

492. S. Kiranyaz, T. Ince, and M. Gabbouj, “Classification of Holter Registers by Dynamic Clustering using Multi-Dimensional Particle Swarm Optimization”, in Proc. of IEEE Engineering in Medicine and Biology Conf. (EMBC

2010), August 31 – September 4, 2010, Buenos Aires, Argentina.

493. Serkan Kiranyaz, Moncef Gabbouj, Jenni Pulkkinen, Turker Ince, and Kristian Meissner, “Network of Evolutionary Binary Classifiers for Classification and Retrieval in Macroinvertebrate Databases”, Proc. of IEEE International Conference on Image Processing, ICIP 2010, 26-29 September, 2010, pp. 2257-2260, Hong Kong.

494. Payman Aflaki ; Miska M. Hannuksela; Jukka Häkkinen; Paul Lindroos; Moncef Gabbouj, "Subjective Study on compressed Asymmetric Stereoscopic Video," Proc. of IEEE International Conference on Image Processing, ICIP 2010, 26-29 September, 2010, pp. 4021-4024, Hong Kong.

495. Miska M. Hannuksela; Haibo Zhu, Honqiang Li and Moncef Gabbouj, "Congestion-aware Transmission Rate Control Using Medium-grain Scalability of Scalable Video Coding," Proc. of IEEE International Conference on Image Processing, ICIP 2010, 26-29 September, 2010, pp. 2929-2932, Hong Kong.

496. Elina Helander, Hanna Silén, J. Míguez and Moncef Gabbouj, "Maximum a posteriori voice conversion using sequential Monte Carlo methods," Proceedings of the 11th Annual Conference of the International Speech Communication Association, Makuhari, Chiba, Japan, September 26-30, 2010 pp. 1716-1719.

497. Hanna Silén, Elina Helander, Jani Nurminen, Kosta Koppinen and Moncef Gabbouj, "Using Robust Viterbi Algorithm and HMM-Modeling in Unit Selection TTS to Replace Units of Poor Quality," Proceedings of the 11th Annual Conference of the International Speech Communication Association, Makuhari, Chiba, Japan, September 26-30, 2010 pp. 166-169.

498. Esin Guldogan, Else Lagerstam, Thomas Olsson, Moncef Gabbouj, "Multi-form hierarchical representation of image categories for browsing and retrieval," Proceedings 5th International Workshop on Semantic Media Adaptation and Personalization, SMAP 2010, 9-10 December 2010, Limassol, Cyprus, pp. 64-69.

499. Murat Birinci, Fernando Diaz-de-Maria, Golnaz Abdollahian, Edward J. Delp, and Moncef Gabbouj, “Neighborhood matching for object recognition algorithms based on local image features,” in Digital Signal Processing Workshop and IEEE Signal Processing Education Workshop (DSP/SPE), 2011 IEEE, 4-7 January 2011, Sedona, Arizona, pp. 157–162.

500. Serkan Kiranyaz, Stefan Uhlmann, Turker Ince and Moncef Gabbouj, "Collective Network of Evolutionary Binary Classifiers for Polarimetric SAR Images," Proceedings 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, PolInSAR 2011, Frascati, Italy, 24–28 January 2011.

501. Chenghao Liu, Imed Bouazizi, Moncef Gabbouj, “Rate adaptation for adaptive HTTP streaming,” Proceedings of ACM MMSys 2011, Special Session: Modern Media Transport, Dynamic Adaptive Streaming over HTTP (DASH), San Jose, California, 23-25 February, 2011.

502. Stefan Uhlmann, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj, “Polarimetric SAR Images Classification using Collective Network of Binary Classifiers“, Proceedings of the Joint Urban Remote Sensing Event, JURSE 2011, U. Stilla, P. Gamb, C. Juergens and D. Maktav, Eds, pp. 245-248, Munich, Germany, April 11-13, 2011.

503. Toni Mäkinen, Serkan Kiranyaz, Moncef Gabbouj, "Content-based audio classification using collective network of binary classifiers," Proceedings of the 3rd IEEE Symposium Series on Computational Intelligence, SSCI 2011, in the IEEE Workshop on Evolving and Adaptive Intelligent Systems, EAIS 2011, 11-15 April 2011, Paris, France, pp. 116-123.

504. M. Birinci, S. Kiranyaz, and M. Gabbouj, “Video Shot Boundary Detection by Structural Analysis of Local Image Features,” Proceedings of the 12th Workshop on Image Analysis for Multimedia Interactive Services, 13-15 April 2011, Delft, The Netherlands.

505. Serkan Kiranyaz, Stefan Uhlmann, Jenni Pulkkinen, Moncef Gabbouj, and Turker Ince, "Collective network of evolutionary binary classifiers for image retrieval," Proceedings of the 3rd IEEE Symposium Series on Computational Intelligence, SSCI 2011, in the IEEE Workshop on Evolving and Adaptive Intelligent Systems, EAIS 2011, 11-15 April 2011, Paris, France, pp. 147-154.

506. Serkan Kiranyaz, Stefan Uhlmann, Jenni Pulkkinen, Turker Ince, Moncef Gabbouj, "Incremental Evolution of Collective Network of Binary Classifier for Content-Based Image Classification and Retrieval," Proceedings 7th

International Conference on Innovations in Information Technology, April 25-27, Abu Dhabi, United Arab Emirates.

507. Payman Aflaki, Miska M. Hannuksela, Jussi Hakala, Jukka Hakkinen, Moncef Gabbouj, “Estimation of subjective quality for mixed-resolution stereoscopic video,” Proceedings International 3DTV Conference, Antalya, Turkey, 16-18 May 2011.

508. Oguz Bici, Jani Lainema, Kemal Ugur, Moncef Gabbouj, "Planar representation for intra coding of depth maps,” Proceedings International 3DTV Conference, Antalya, Turkey, 16-18 May 2011.

509. Weiwei Chen, Jin Li, Moncef Gabbouj and Jarmo Takala, "Lossless audio hiding method for synchronous audio-video coding," Processing of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 22-27, 2011, Prague, Czech Republic, pp. 2432-2435.

510. Jin Li, Weiwei Chen, Moncef Gabbouj, Jarmo Takala and Hexin Chen, "Prediction of discrete cosine transformed coefficients in resized pixel blocks," Processing of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 22-27, 2011, Prague, Czech Republic, pp. 1045-1048.

511. Golnaz Abdollahian, Murat Birinci, Fernando Diaz-De-Maria, Moncef Gabbouj, and Edward J. Delp, “A Region-Dependent Image Matching Method for Image and Video Annotation,” Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing (CBMI), 13-15 June 2011, Madrid, Spain, pp. 121-126.

512. Mikko Roininen, Esin Guldogan, Moncef Gabbouj, "Audiovisual video context recognition using SVM and genetic algorithm fusion rule weighting,” Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing (CBMI), 13-15 June 2011, Madrid, Spain.

513. Aijun Sang, Moncef Gabbouj, Hexin Chen, "Video and audio synchronization coding based on three dimensional matrix in ubiquitous computing," Proceedings 2nd World Congress on Computer Science and Information Engineering, CSIE 2011, Changchun, 17-19 June 2011, Lecture Notes in Electrical Engineering, World Congress on Computer Science and Information Engineering vol. 128, no. 5, Heidelberg, pp. 87-93.

514. Murat Birinci, Esin Guldogan, and Moncef Gabbouj, “Dynamic Queries with Relevance Feedback for Content Based Image Retrieval,” Proceedings of the 14th International Conference on Human-Computer Interaction, 9-14 July 2011, Orlando, Florida, pp. 547–554.

515. Chenghao Liu, Imed Bouazizi, and Moncef Gabbouj, “Segment Duration for Rate Adaptation for Adaptive HTTP Streaming,” in Proceedings IEEE International Conference on Multimedia & Expo (ICME 2011), Barcelona, Spain, 11-15 July, 2011.

516. Michal Joachimiak, Kemal Ugur, Jani Lainema, and Moncef Gabbouj, “Fast Motion Estimation with Dual Search Window for Stereo 3D Video Encoding,” in Proceedings IEEE International Conference on Multimedia & Expo (ICME 2011), Barcelona, Spain, 11-15 July, 2011.

517. Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, and Moncef Gabbouj, “Prediction Signal Aided Spatially Varying Transform,” in Proceedings IEEE International Conference on Multimedia & Expo (ICME 2011), Barcelona, Spain, 11-15 July, 2011.

518. Chenghao Liu, Imed Bouazizi, Moncef Gabbouj, "Segment Duration for Rate Adaptation of Adaptive HTTP Streaming,” in Proceedings IEEE International Conference on Multimedia & Expo (ICME 2011), Barcelona, Spain, 11-15 July, 2011.

519. Chenghao Liu, Imed Bouazizi, and Moncef Gabbouj, “Parallel Adaptive HTTP Media Streaming,” in Proceedings International Conference on Computer Communication Network (ICCCN 2011), Maui, Hawaii, 31 July - 4 August, 2011.

520. Hanna Silén, Elina Helander and Moncef Gabbouj, ”Prediction of voice aperiodicity based on spectral representations in HMM speech synthesis,” In Proceedings of 12th Annual Conference of the International Speech Communication Association (Interspeech) 2011, Florence, Italy, 28-31 August 2011, pp. 105-108.

521. Stefan Uhlmann, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj, "SAR Imagery Classification In Extended Feature Space By Collective Network Of Binary Classifiers," in Proceedings 19th European Signal Processing Conference, EUSIPCO 2011, 29 August - 2 September 2011, Barcelona, Spain, pp. 1160-1164.

522. Payman Aflaki, Miska M. Hannuksela, Jussi Hakala, Jukka Hakkinen, Moncef Gabbouj, “Joint Adaptation of Spatial Resolution and Sample Value Quantization for Asymmetric Stereoscopic Video Compression: a Subjective Study,” Proceedings 7th International Symposium on Image and Signal Processing and Analysis, ISPA 2011, Dubrovnik, Croatia, 4-9 September 2011.

523. Serkan Kiranyaz, Jenni Pulkkinen, Turker Ince and Moncef Gabbouj, “Multi-dimensional Evolutionary Feature Synthesis for Content-based Image Retrieval,” Proceedings of the IEEE International Conference on Image Processing, ICIP 2011, 11-14 Sept. 2011, Brussels, Belgium, pp. 3645 – 3648.

524. Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, and Turker Ince, "Incremental Evolution of Collective Network of Binary Classifier for Polarimetric SAR Image Classification," Proceedings of the IEEE International Conference on Image Processing, ICIP 2011, 11-14 Sept. 2011, Brussels, Belgium, pp. 177 – 180.

525. Stefan Uhlmann, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj, "Dynamic and Data-Driven Classification of Polarimetric SAR Images," In Proceedings of SPIE Image and Signal Processing for Remote Sensing Conference XVII, vol. 8180, Lorenzo Bruzzone(ed.), 19-21 September 2011, Prague, Czech Republic.

526. Harri Sorokin, Jari Koivusaari, Moncef Gabbouj, and Jarmo Takala, “Coding Method for Embedding Audio in Video Stream,” in Proc. IEEE Int. Workshop Signal Process. Syst., Beirut. Lebanon, Oct. 4 – 7 2011, pp. 261 – 266.

527. Vinod Kumar Malamal Vadakital, Miska M. Hannuksela, Igor D. Curcio, and Moncef Gabbouj, “Geo-predictive error correction adaptation for broadcast services,” in Proc. IEEE International Congress on Ultra Modern Telecommunications and Control Systems 2011, ser. Workshop on Mobile Computing and Networking Technologies 2011, Budapest, Hungary, October 5-7, 2011, pp. 1–6.

528. Payman Aflaki, Dmytro Rusanovskyy, Timo Utriainen, Emilia Pesonen, Miska M. Hannuksela, Satu Jumisko-Pyykko, and Moncef Gabbouj; “Study of asymmetric quality between coded views in depth enhanced multiview video coding,” Proceedings International Conference on 3D Imaging (IC3D), Liege, Belgium, 3-6 December 2011.

529. Francesco Cricri, Kostadin Dabov, Igor D.D. Curcio, Sujeet Mate, and Moncef Gabbouj, "Multimodal Event Detection in User Generated Videos". In Proceedings of the 2011 IEEE International Symposium on Multimedia (ISM'11), pp. 263-270, Dana Point, CA, USA, 5-7 December 2011.

530. Francesco Cricri, Igor D.D. Curcio, Sujeet Mate, Kostadin Dabov, and Moncef Gabbouj, "Sensor-Based Analysis of User Generated Video for Multi-camera Video Remixing," in Lecture Notes in Computer Science - Advances in Multimedia Modeling: Proceedings of the 18th International Conference on Multimedia Modeling, vol. 7131/2012, pp. 255-265, Klagenfurt, Austria, 4-6 January 2012. Springer-Verlag.

531. Evgeny Belyaev, Karen Egiazarian, Moncef Gabbouj, "Low Complexity Bit-Plane Entropy Coding for 3-D DWT Based Video Compression," Proceedings of 2012 SPIE Conference on Multimedia on Mobile Devices and Multimedia Content Access: Algorithms and Systems, Reiner Creutzburg; David Akopian; Cees G. M. Snoek; Nicu Sebe; Lyndon Kennedy (eds.), Multimedia on Mobile Devices, 22-26 January 2012, Burlingham, CA, USA, vol. 8304, pp. 1-6.

532. Victor Popa, Hanna Silen, Jani Nurminen, Moncef Gabbouj, "Local Linear Transformation for Voice Conversion,” Proceedings of the IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP 2012, March 25-30, 2012, Kyoto, Japan, pp. 4517-4520.

533. Serkan Kiranyaz, Turker Ince and Moncef Gabbouj, “Scalable Content-Based Classification and Retrieval Framework for Dynamic Commercial Image Databases,” in 4th Int. Conf. on Networked Digital Technologies (NDT 2012), Dubai, UAE, 24-26 April 2012.

534. Wei Liu, Serkan Kiranyaz and Moncef Gabbouj, "Robust scene classification by gist with angular radial partitioning" Proceedings of the 5th International Symposium on Communications, Control and Signal Processing, ISCCSP 2012, Rome, Italy, 2-4 May 2012.

535. Payman Aflaki, Dmytro Rusanovskyy, Timo Utrianinen, Emilia Pesonen, Miska Hannuksela, Satu Jumisko-Pyykko and Moncef Gabbouj, "Texture denoising utilized in depth-enhanced multiview video coding," Proceedings of the 2012 Picture Coding Symposium, 7-9 May 2012, Krakow, Poland, pp. 85-88.

536. Marko Viitanen, Jarno Vanne, Timo Hämäläinen, Moncef Gabbouj, and Jani Lainema, "Complexity analysis of

next-generation HEVC decoder," Proceedings of the IEEE International Symposium on Circuits and Systems, ISCAS 2012, 20-23 May 2012, Seoul, South Korea, pp. 882-885.

537. Viktor Vad, Balazs Csebfalvi, and Moncef Gabbouj, "Calibration of the Marschner-Lobb signal on CC, BCC, and FCC lattices," Proceedings of the 14th Annual Visualization Gathering, EUROVIS 2012, June 5-8, 2012, Vienna, Austria.

538. Alireza Aminlou, Hana Fahim-Hashemi, Mahmoud R. Hashemi, Moncef Gabbouj, Omid Fatemi, "A two-piece R-D model for hybrid video coding and its application in fast mode decision," Proceedings of 13th International Conference on Multimedia and Expo, ICME 2012, 9-13 July 2012, Melbourne, Australia, pp. 1073-1078.

539. Payman Aflaki, Dmytro Rusanovskyy, Miska Hannuksela, and Moncef Gabbouj, "Frequency Based Adaptive Spatial Resolution Selection for 3D Video Coding,” in Proceedings of the European Signal Processing Conference (EUSIPCO 2012), pp. 759-763, Bucharest, Romania, 27-31 August 2012.

540. Toni Mäkinen, Serkan Kiranyaz, Jenni Pulkkinen, and Moncef Gabbouj, ”Evolutionary Feature Generation for Content-based Audio Classification and Retrieval,” in Proceedings of the European Signal Processing Conference (EUSIPCO 2012), pp. 1474-1478, Bucharest, Romania, 27-31 August 2012.

541. Michal Joachimiak, Dmytro Rusanovskyy, Miska Hannuksela, and Moncef Gabbouj, ”Multiview 3D Video Denoising in Sliding 3D DCT Domain,” in Proceedings of the European Signal Processing Conference (EUSIPCO 2012), pp. 759-763, Bucharest, Romania, 27-31 August 2012.

542. Hanna Silén, Elina Helander, Jani Nurminen, and Moncef Gabbouj, "Ways to Implement Global Variance in Statistical Speech Synthesis," in Proceedings of 13th Annual Conference of the International Speech Communication Association Interspeech, 2012, Portland, Oregon, 9-13 September 2012.

543. Muhammad Ahsan, Tapio Saramäki, Moncef Gabbouj, "A novel technique to design optimum FIR digital filters with different transition bandwidths," Proceedings of 54th International Symposium ELMAR-2012, 12-14 September 2012, Zadar, Croatia, pp. 125-128.

544. Evgeny Belyaev, Andrey Turlikov, Karen Egiazarian and Moncef Gabbouj, "An efficient multiplication-free and look-up table-free adaptive binary arithmetic coder," Proceedings of the IEEE International Conference on Image Processing, ICIP 2012, Orlando, Florida, 30 September - 3 October 2012.

545. Payman Aflaki, Miska M. Hannuksela, Maryam Homayouni, and Moncef Gabbouj, "Cross-asymmetric mixed-resolution 3D video compression," in Proceedings of 3DTV Conference 2012, 15-17 October 2012, Zurich, Switzerland.

546. Esin Guldogan, Jari Kangas and Moncef Gabbouj, "Personalized representative image selection for shared photo albums," Proceedings of the International Conference on Computer Applications Technology, ICCAT 2013, 20-22 January 2013, Sousse, Tunisia.

547. Serkan Kiranyaz, Jenni Raitoharju and Moncef Gabbouj, "Evolutionary feature synthesis for content based audio retrieval," in Proceedings of the First International Conference on Communications, Signal Processing and Their Applications, ICCSPA 2013, 12-14 February 2013, Sharjah, UAE.

548. Caglar Aytekin, Serkan Kiranyaz and Moncef Gabbouj, "Kuantum mekanigi temelli ozisler nesne cikarimi," (in Turkish) Proceedings of Signal Processing and Communications Applications Conference, SIU 2013, 24-26 April 2013, Haspolat.

549. Jani Nurminen, Hanna Silén, Elina Helander, and Moncef Gabbouj, "Evaluation of Detailed Modeling of the LP Residual in Statistical Speech Synthesis," for publication in Proceedings of IEEE International Symposium on Circuits and Systems, ISCAS 2013, 19-23 May 2013, Beijing, China.

550. Done Bugdayci, M. Oguz Bici, Kemal Ugur, and Moncef Gabbouj, "Intra prediction mode coding for scalable HEVC," Proceedings 38th International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013, pp. 1374-1378, May 2013, Vancouver, Canada.

551. Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, and Moncef Gabbouj, "Supervised Model Training for Overlapping Sound Events Based on Unsupervised Source Separation," Proceedings 38th International Conference on

Acoustics, Speech, and Signal Processing, ICASSP 2013, pp. 26-31, May 2013, Vancouver, Canada.

552. Chingovska, J. Yang, Z. Lei, D. Yi, S. Z. Li, O. Kahm, C. Glaser, N. Damer, A. Kuijper, A. Nouak, J. Komulainen, T. Pereira, A. Anjos, S. Gupta, S. Khandelwal, S. Bansal, A. Rai, T. Krishna, D. Goyal, M.-A. Waris, H. Zhang, I. Ahmad, S. Kiranyaz, M. Gabbouj, R. Tronci, M. Pili, N. Sirena, F. Roli, J. Galbally, J. Fierrez, A. Pinto, H. Pedrini, W. S. Schwartz, A. Rocha, S. Marcel, "The 2nd Competition on Counter Measures to 2D Face Spoofing Attacks," The 6th IAPR International Conference on Biometrics (ICB-2013), 4-7 June 2013, Madrid, Spain.

553. Gunther, M.; Costa-Pazo, A.; Ding, C.; Boutellaa, E.; Chiachia, G.; Zhang, H.; de Assis Angeloni, M.; Struc, V.; Khoury, E.; Vazquez-Fernandez, E.; Tao, D.; Bengherabi, M.; Cox, D.; Kiranyaz, S.; de Freitas Pereira, T.; Zganec-Gros, J.; Argones-Rua, E.; Pinto, N.; Gabbouj, M.; Simoes, F.; Dobrisek, S.; Gonzalez-Jimenez, D.; Rocha, A.; Neto, M.U.; Pavesic, N.; Falcao, A.; Violato, R.; Marcel, S., “The 2013 face recognition evaluation in mobile environment,” Proceedings 2013 International Conference on Biometrics, ICB 2013, Pages: 1 - 7, DOI: 10.1109/ICB.2013.6613024.

554. Alexey Vinel, Evgeny Belyaev, Olivier Lamotte, Moncef Gabbouj, Yevgeni Koucheryavy, Karen Egiazarian, "Video transmission over IEEE 802.11p: real-world measurements," Proceedings of IEEE International Conference on Communications, ICC 2013, 9-13 June 2013, Budapest, Hungary.

555. Tatiana Efimushkina, Karen Egiazarian, Moncef Gabbouj, "Rate-Distortion Based Reversible Watermarking for JPEG Images with Quality Factors Selection", in Proceedings of the 4th European Workshop on Visual Information Processing (EUVIP), 10 - 12 June 2013, Paris, France.

556. Payman Aflaki, Moncef Gabbouj, Dmytro Rusanovskyy and Miska Hannuksela, ”Unpaired Multiview Video plus Depth compression,” in Proceedings of International Conference on Digital Signal Processing, DSP 2013, 1-3 July 2013, Santorini, Greece.

557. Francesco Cricri, Mikko Roininen, Sujeet Mate, Jussi Leppanen, Igor D.D. Curcio, Moncef Gabbouj, ”Multi-Sensor Fusion for Sport Genre Classification of User Generated Mobile Videos,” IEEE International Conference on Multimedia and Expo (ICME 2013), San Jose, CA, USA, 15-19 July 2013.

558. Hoda Roodaki, Zahra Iravani, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj, “A new rate distortion model for multi-view/3D video coding,” Proceedings 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013, Pages: 1 - 6, DOI: 10.1109/ICMEW.2013.6618338.

559. Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, "Polarmetric SAR classification using visual color features extracted over pseudo color images," Proceedigns 2013 IEEE International Geoscience and Remote Sensing Symposium, Melbourne, Australia, 21-26 July 2013, pp. 1999-2002.

560. Hanna Silén, Jani Nurminen, Elina Helander, Moncef Gabbouj, 'Voice Conversion for Non-Parallel Datasets Using Dynamic Kernel Partial Least Squares Regression', Proceedings Interspeech 2013, 25-29 August 2013, Lyon, France.

561. Jani Nurminen, Hanna Silén, Moncef Gabbouj, "Speaker-specific retraining for enhanced compression of unit selection text-to-speech databases," Proceedings Interspeech 2013, 25-29 August 2013, Lyon, France.

562. Evgeny Belyaev, Karen Egiazarian, Moncef Gabbouj, "A real-time simulcast multi-view wavelet video coding based on skipping of spatial subbands," Proc. 8th International Symposium on Image and Signal Processing and Analysis, ISPA 2013, 4-6 September 2013, Trieste, Italy.

563. Peter Kovacs, Serkan Kiranyaz and Moncef Gabbouj, "Hyperbolic particle swarm optimization with application in rational identification," Proceedings of the 21st European Signal Processing Conference, EUSIPCO 2013, Marrakech, Morocco, 9-13 September 2013.

564. Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz and Moncef Gabbouj, "Analysis of textural features for face biometric anti-spoofing," Proceedings of the 21st European Signal Processing Conference, EUSIPCO 2013, Marrakech, Morocco, 9-13 September 2013.

565. Hoda Roodaki, Kemal Ugur, Miska M. Hannuksela and Moncef Gabbouj, "Efficient video resolution adaptation using scalable H.265/HEVC," Proceedings of the IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, 15-18 September 2013.

566. Caglar Aytekin, Serkan Kiranyaz and Moncef Gabbouj, "Quantum mechanics in computer vision: automatic object

extraction," Proceedings of the IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, 15-18 September 2013.

567. Payman Aflaki, Wenyi Su, Michal Joachimiak, Dmytro Rusanovskyy, Miska M. Hannuksela, Houqiang Li, and Moncef Gabbouj; “Coding of mixed-resolution multiview video in 3D video application, ” Proceedings of the IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, 15-18 September 2013.

568. Tatiana Efimushkina, Moncef Gabbouj, "Survey on Cross-Layer Adaption for Video Downlink Communications over LTE," Proc. International Conference on Distributed Computer and Communication Networks: Control, Computation, Communications, DCCN 2013, 7-10 October 2013, Moscow, Russia, pp. 102-109.

569. Baharak Soltanian, Murat Demirtas, Moncef Gabbouj, "Reduced-Complexity Binary Search for Doppler Estimation in GNSS Receivers," Proceedings of the 47th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, 3-6 November 2013.

570. Michal Joachimiak, Miska Hannuksela and Moncef Gabbouj, "Complete processing chain for 3D video generation using Kinect sensor," Proc. of the International Conference on 3D Imaging, IC3D 2013, Liege, Belgium, 3-5 December 2013.

571. Pouria Babahajiani, Lixin Fan and Moncef Gabbouj, “Semantic Parsing of Street Scene Images Using 3D LiDAR Point Cloud,” Proceedings International Conference on Computer Vision, ICCV 2013, Sydney Australia, 3-6 December 2013, pp. 714-721.

572. Morteza Zabihi, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj, "Patient-specific epileptic seizure detection in long-term EEG recording in paediatric patients with intractable seizures," in Intelligent Signal Processing Conference 2013 (ISP 2013), IET, London, 2013.

573. P. Aflaki, Miska M. Hannuksela, Hamed Sarbolandi, Moncef Gabbouj, “Rendering stereoscopic video for simultaneous 2D and 3D presentation,” Proceedings 3DTV-Conference: The True Vision-Capture, Transmission and Display of 3D Video (3DTV-CON), 2013, Pages: 1 - 4, DOI: 10.1109/3DTV.2013.6676658.

574. S. Gopalakrishna, M.M. Hannuksela, M. Gabbouj, “Flexible Coding Order for 3D video extension of H.265/HEVC,” Proceedings 2013 Picture Coding Symposium, PCS 2013, Pages: 253 - 256, DOI: 10.1109/PCS.2013.6737731.

575. Payman Aflaki, Miska M. Hannuksela, and Moncef Gabbouj, “FLEXIBLE DEPTH MAP SPATIAL RESOLUTION IN DEPTH-ENHANCED MULTIVIEW VIDEO CODING,” Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP 2014, 4-9 May 2014, Florence, Itlay, pp. 875-879.

576. Peter Kovacs, Kaveh Samiee and Moncef Gabbouj, “ON APPLICATION OF RATIONAL DISCRETE SHORT TIME FOURIER TRANSFORM IN EPILEPTIC SEIZURE CLASSIFICATION,” Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP 2014, 4-9 May 2014, Florence, Itlay, pp. 5880-5884.

577. Alireza Aminlou, Kemal Ugur, Miska M. Hannuksela, and Moncef Gabbouj, “Weighted-prediction-based color gamut scalability extension for the H.265/HEVC video codec,” Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing, ICASSP 2014, 4-9 May 2014, Florence, Itlay, pp. 7377 - 7381.

578. Tiecheng Song, Hongliang Li, Bing Zeng and Moncef Gabbouj, “Texture Classification Using Joint Statistical Representation in Space-frequency Domain with Local Quantized Patterns,” Proceedings IEEE International Symposium on Circuits and Systems, ISCAS 2014, 1-5 June 2014, Melbourne, Australia, pp. 886-889.

579. Qingbo Wu, Hongliang Li, King N. Ngan, Bing Zeng and Moncef Gabbouj, “No Reference Image Quality Metric via Distortion Identification and Multi-Channel Label Transfer,” Proceedings IEEE International Symposium on Circuits and Systems, ISCAS 2014, 1-5 June 2014, Melbourne, Australia, pp. 530-533.

580. Maryam Homayouni, Alireza Aminlou, Payman Aflaki, and Moncef Gabbouj, “Content Adaptive Depth map Resampling Scheme in Multiview Video Plus Depth,” Proceedings IEEE International Symposium on Circuits and Systems, ISCAS 2014, 1-5 June 2014, Melbourne, Australia, pp. 538-541.

581. Shuyuan Zhu, Bing Zeng and Moncef Gabbouj, “Adaptive Reweighted Compressed Sensing For Image Compression,” Proceedings IEEE International Symposium on Circuits and Systems, ISCAS 2014, 1-5 June 2014,

Melbourne, Australia, pp. 1-4.

582. Michal Joachimiak, Miska M. Hannuksela and Moncef Gabbouj, “View synthesis quality mapping for depth-based super resolution on mixed resolution 3D video,” Proceedings of 3DTV Conference, 2-4 July 2014, Budapest, Hungary, pp. 1-4.

583. Done Bugdayci Sansli, Kemal Ugur, Miska M. Hannuksela and Moncef Gabbouj, “Inter view motion vector prediction in multiview HEVC,” Proceedings of 3DTV Conference, 2-4 July 2014, Budapest, Hungary.

584. Maryam Homayouni, Payman Aflaki and Moncef Gabbouj, “ADAPTIVE DCT BASED DEPTH MAP RESAMPLING FOR DEPTH ENHANCED MULTIVIEW VIDEO CODING,” Proceedings of 3DTV Conference, 2-4 July 2014, Budapest, Hungary.

585. Payman Aflaki, Miska M. Hannuksela, Maryam Homayouni and Moncef Gabbouj, “DEPTH-AWARE 3D VIDEO FILTERING TARGETTING MULTIVIEW VIDEO PLUS DEPTH COMPRESSION,” Proceedings of 3DTV Conference, 2-4 July 2014, Budapest, Hungary.

586. J. Raitoharju, H. Zhang, E.C. Ozan, M.A. Waris, M. Faisal, G. Cao, M. Roininen, I. Ahmad, R. Shetty, S. P.C., S. Uhlmann, K. Samiee, S. Kiranyaz, M. Gabbouj, “TUT MUVIS IMAGE RETRIEVAL SYSTEM PROPOSAL FOR MSR-BING CHALLENGE 2014,” in Proceedings of IEEE International Conference on Multimedia & Expo, ICME 2014, 14-18 July 2014, Chengdu, China.

587. Shuyuan Zhu, Bing Zeng, and Moncef Gabbouj, “Adaptive sampling for compressed sensing based image compression,” in Proceedings of IEEE International Conference on Multimedia & Expo, ICME 2014, 14-18 July 2014, Chengdu, China, pp. 1-6.

588. C. Aytekin, S. Kiranyaz and M. Gabbouj, “Automatic Object Segmentation by Quantum Cuts,” Proceedings 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 24-28 August 2014, pp. 112-117. [Received the IBM Student Best Paper Award at ICPR]

589. Weiyi Xie, Stefan Uhlmann, Serkan Kiranyaz, and Moncef Gabbouj, “Learning with Support Vector Data Description,” 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 24-28 August 2014, pp. 3904-3909.

590. Honglei Zhang, Serkan Kiranyaz and Moncef Gabbouj, “CARDINAL SPARSE PARTIAL LEAST SQUARE FEATURE SELECTION AND ITS APPLICATION IN FACE RECOGNITION,” 22nd European Signal Processing Conference, EUSIPCO 2014, 1-5 September 2014, Lisbon, Portugal, pp. 785-789.

591. Guanqun Cao, Iftikhar Ahmad, Honglei Zhang, Weiyi Xie and Moncef Gabbouj, “BALANCE LEARNING TO RANK IN BIG DATA,” 22nd European Signal Processing Conference, EUSIPCO 2014, 1-5 September 2014, Lisbon, Portugal, pp. 1422-1426.

592. Done Bugdayci Sansli, Kemal Ugur, Miska H. Hannuksela, Moncef Gabbouj, “Backward Compatible Enhancement of Chroma Format in HEVC," Proceedings IEEE International Conference on Image Processing, ICIP 2014, 27-20 October 2014, Paris, France, Pages: 3686 - 3690.

593. Shuyuan Zhu, Bing Zeng, Lu Fang; M, Gabbouj, “Downward spatially-scalable image reconstruction based on compressed sensing," Proceedings IEEE International Conference on Image Processing, ICIP 2014, 27-20 October 2014, Paris, France, Pages: 1352 - 1356.

594. M. Joachimiak, M.M. Hannuksela, P. Aflaki, M. Gabbouj, "Evaluation of Depth-Based Super Resolution on Compressed Mixed Resolution 3D Video," in Proc. Asian Conference on Computer Vision, Singapore, Nov. 2014.

595. Done Bugdayci Sansli, Alireza Aminlou, Kemal Ugur, Miska H. Hannuksela, Moncef Gabbouj, "Improved Weighted Prediction for Color Gamut Scalability in SHVC," Proceedings Visual Communications and Image Processing, VCIP 2014, 7-10 December 2014, Valletta, Malta.

596. Payman Aflaki, Miska M. Hannuksela, Maryam Homayouni, Moncef Gabbouj, "Joint depth and texture filtering targeting MVD compression," Proceedings Visual Communications and Image Processing, VCIP 2014, 7-10 December 2014, Valletta, Malta, Pages: 410 - 413, DOI: 10.1109/VCIP.2014.7051593.

597. Jenni Raitoharju, Serkan Kiranyaz, and Moncef Gabbouj, ”Evolutionary Feature Selection and Synthesis by Multi-

dimensional Particle Swarm Optimization,” in Proc. of 5th European Workshop on Visual Information Processing (EUVIP 2014), Paris, France, 10-12 December 2014.

598. Pouria Babahajiani, Lixin Fan, Moncef Gabbouj, “Object Recognition in 3D Point Cloud of Urban Street Scene,” ACCV Workshops (1) 2014: 177-190.

599. Maryam Homayouni, Payman Aflaki, Miska M. Hannuksela, M. Gabbouj, “Asymmetric luminance based filtering for stereoscopic video compression,” Proceedings International Conference on 3D Imaging (IC3D), 2014, Pages: 1 - 6, DOI: 10.1109/IC3D.2014.7032577.

600. Payman Aflaki, Maryam Homayouni, Miska M. Hannuksela, Moncef Gabbouj, “Row-interleaved sampling for stereoscopic video coding targeting polarized displays”, Proceedings International Conference on 3D Imaging, IC3D 2014, Pages: 1 - 5, DOI: 10.1109/IC3D.2014.7032580.

601. Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj, “Adaptive Spatial Resolution Selection for Stereoscopic Video Compression with MV-HEVC: A Frequency Based Approach,” Proceedings 2014 IEEE International Symposium on Multimedia (ISM 2014), Pages: 267 - 270, DOI: 10.1109/ISM.2014.11.

602. Francesco Cricri, Sujeet Mate, Igor D.D. Curcio, Moncef Gabbouj, “Salient Event Detection in Basketball Mobile Videos,” Proceedings 2014 IEEE International Symposium on Multimedia (ISM 2014), Pages: 63 - 70, DOI: 10.1109/ISM.2014.67.

603. Umar Iqbal, Igor D.D Curcio, Moncef Gabbouj, “Who is the hero? semi-supervised person re-identification in videos,” Proceedings 2014 International Conference on Computer Vision Theory and Applications, VISAPP 2014, Volume: 2, Pages: 162 – 173.

604. M. Joachimiak, M. Wasielica, P. Skrzypczyński, J. Sobecki, M. Gabbouj, “View Synthesis with Kinect-Based Tracking for Motion Parallax Depth Cue on a 2D Display,” CORES 2015, Wroclaw, Poland, 2015.

605. A. Iosifidis, M. Gabbouj and P. Pekki, “Class-specific nonlinear projections using class-specific kernel spaces”, IEEE International Conference on Big Data Science and Engineering (BigDataSE), Helsinki, Finland, 2015.

606. E. C. Ozan, S. Kiranyaz, and M. Gabbouj, “M-PCA Binary Embedding For Approximate Nearest Neighbor Search,” IEEE International Conference on Big Data Science and Engineering (BigDataSE), Helsinki, Finland, 2015.

607. Alexsandros Iosifidis and Moncef Gabbouj, “A Bayesian Approach for Extreme Learning Machine-based Subspace Learning,” European Signal Processing Conference (EUSIPCO 2015), 31 August – 4 September 2015, Nice, France, 2015.

608. Ronald Pearson, Moncef Gabbouj, Jaakko Astola and Yrjö Neuvo, “The Class of Generalized Hampel Filters,” European Signal Processing Conference (EUSIPCO 2015), 31 August – 4 September 2015, Nice, France, 2015.

609. Kaveh Samiee, Peter Kovacs, Serkan Kiranyaz and Moncef Gabbouj, “Sleep stage classification using sparse rational decomposition of single channel EEG records,” European Signal Processing Conference (EUSIPCO 2015), 31 August – 4 September 2015, Nice, France, 2015.

610. Amin Jarrah, Mohsin Jemali, Seyyed Soheil Hosseini, Jaakko Astola and Moncef Gabbouj, “Parallelization of Non-Linear & Non-Gaussian Bayesian State Estimators (Particle Filters),” European Signal Processing Conference (EUSIPCO 2015), 31 August – 4 September 2015, Nice, France, 2015.

611. Caglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj, “Visual Saliency by Extended Quantum Cuts,” Proceedings of the IEEE International Conference on Image Processing, ICIP 2015, Quebec City, 27-30 September 2015.

612. Michal Joachimiak, Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, “Upsampled-view Distortion for Mixed Resolution 3D Video Coding,” Proceedings of IEEE International Conference on Image Processing 2015.

613. A. B. Rad, M. Zabihi, A. K. Katsaggelos, S. Kiranyaz, and M. Gabbouj, "A Novel P300-Speller Error Detection Approach in Brain-Computer Interface,” Proceedings 7th International IEEE EMBS Neural Engineering Conference (BCI Challenge@NER 2015), Montpellier, France, 2015.

614. Pouria Babahajiani, Lixin Fan, Joni Kamarainen, Moncef Gabbouj, “Automated Super-Voxel Based Features

Classification of Urban Environments by Integrating 3D Point Cloud and Image Content,” IEEE International Conference on Signal and Image Processing Applications, 2015.

615. G. Rama Murthy and Moncef Gabbouj, ”Existence and Synthesis of Complex Hopfield Type Associative Memories,” Proceedings of International Conference on Artificial Neural Networks, June 2015, Lecture Notes in Computer Science, Springer, vol 9095, pp 356-369.

616. G. Rama Murthy and Moncef Gabbouj, ”On the Design of Hopfield Neural Networks: Synthesis of Hopfield Type Associative Memories,” Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN 2015), July 2015, Pages: 1 - 8, DOI: 10.1109/IJCNN.2015.7280299.

617. G. Rama Murthy, Berkay Kicanoglu and Moncef Gabbouj, ”On the Dynamics of a Recurrent Hopfield Network” Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN 2015), July 2015, Pages: 1 - 8, DOI: 10.1109/IJCNN.2015.7280504.

618. G. Rama Murthy and Moncef Gabbouj, “Linear Congruential Sequences: Feedback and Recurrent Neural Networks,” Third International Conference on Emerging Research in Computing, Information and Communication and Applications (ERCICA 2015).

619. G. Rama Murthy, Moncef Gabbouj and Iftikhar Ahmad, “Image Retrieval: Information and Rough Set Theories,” International Conference on Image and Signal Processing, August 2015, Elsevier Publishers.

620. Jimin Xiao, Miska M. Hannuksela, Tammam Tillo, and Moncef Gabbouj, “A Paradigm for Dynamic Adaptive Streaming over HTTP for Multi-view Video,” Proceedings of Advances in Multimedia Information Processing – PCM 2015, Volume 9315 of the series Lecture Notes in Computer Science, pp. 410-418.

621. K. Sankhe, G.R. Murthy, M. Gabbouj, “Novel statistical offline nonuniform sampling of time-limited signal,” Proceedings IEEE 3rd International Conference on Signal Processing, Communication and Networking (ICSCN), 2015, pp. 1 - 6, DOI: 10.1109/ICSCN.2015.7219870.

622. Shuyuan Zhu, Bing Zeng, Guanghui Liu, Liaoyuan Zeng, Lu Fang, M. Gabbouj, “Image interpolation based on non-local geometric similarities,” Proceedings IEEE International Conference on Multimedia and Expo, ICME 2015, Pages: 1 - 6, DOI: 10.1109/ICME.2015.7177417.

623. Hidir Yuzuguzel, Jari Niemi, Serkan Kiranyaz, Moncef Gabbouj, Thomas Heinz, “ShakeMe: Key Generation From Shared Motion,” Proceedings 13th IEEE International Conference on Pervasive Intelligence and Computing (PIComp-2015), 26-28 October 2015, Liverpool, UK.

624. Alexandros Iosifidis and Moncef Gabbouj, “Supervised learning based on deep randomized networks,” IEEE International Conference on Acoustic Speech and Signal Processing, ICASSP 2016, 21-25 March 2016, Shanghai, China, pp. 2584-2588.

625. Pouria Babahajiani, Lixin Fan, Joni Kämäräinen, and Moncef Gabbouj, “Comprehensive Automated 3D Urban Environment Modelling Using Terrestrial Laser Scanning Point Cloud,” Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Workshop on Large Scale 3D Data.

626. A. Iosifidis and M. Gabbouj, "Hierarchical Class-Specific Kernel Discriminant Analysis for Face Verification", IEEE Conference on Visual Communications and Image Processing, Chengdu, China, 2016

627. O. Guldogan and M. Gabbouj, “Automated Tree Detection and Density Calculation in Young Plantation Farms using Unmanned Aerial Vehicles,” IEEE Conference on Visual Communications and Image Processing, Chengdu, China, 2016

628. C. Aytekin, A. Iosifidis, S. Kiranyaz and M. Gabbouj, "Salient Object Segmentation based on Linearly Combined Affinity Graphs", International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016

629. M. Waris, A. Iosifidis, and M. Gabbouj, "Object Proposals using CNN-based edge filtering", International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016

630. Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj, “Joint K-Means Quantization for Approximate Nearest Neighbor Search,” 2016 23rd International Conference on Pattern Recognition (ICPR 2016).

631. E. Riabchenko, K. Meissner, I. Ahmad, A. Iosifidis, V. Tirronen, G. Moncef and S. Kiranyaz, "Learned vs. Engineered Features for Fine-Grained Classification of Aquatic Macroinvertebrates", International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016

632. B. Kicanaoglu, A. Iosifidis and M. Gabbouj, "Maximum Margin Binary Classifiers using Intrinsic and Penalty graphs", European Signal Processing Conference (EUSIPCO), Budapest, Hungary, 2016

633. A. Iosifidis and M. Gabbouj, "Graph-regularized Multi-class Support Vector Machines for Face and Action Recognition", European Signal Processing Conference (EUSIPCO), Budapest, Hungary, 2016

634. A. Iosifidis, A. Tefas, I. Pitas and M. Gabbouj, "A review of approximate methods for kernel-based Big Media Data Analysis", European Signal Processing Conference (EUSIPCO), Budapest, Hungary, 2016

635. Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj, and X. Hu,” Self-Organizing Binary Encoding for Approximate Nearest Neighbor Search,” 24th European Signal Processing Conference (EUSIPCO 2016).

636. A. Iosifidis and M. Gabbouj, "Combining Multi-class Maximum Margin Classification with Linear Discriminant Analysis for Human Action Recognition", IEEE International Conference on Image Processing (ICIP), Arizona, USA, 2016.

637. S. Kiranyaz, M.-A. Waris, I. Ahmad, R. Hamila, and M. Gabbouj, “Face Segmentation ın thumbnail Images by Data-Adaptive Convolutional Segmentation Networks”, Int. Conf. on Image Processing, (ICIP), Phoenix, Arizona, USA, September 25-28, 2016.

638. Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj, “An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data,” 15th International Symposium on Intelligent Data Analysis (IDA 2016).

639. Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj, “A Vector Quantization Based k-NN Approach for Large-Scale Image Classification,” 6th International Conference on Image Processing Theory, Tools and Applications (IPTA 2016).

640. Morteza Zabihi, Ali B. Rad, Serkan Kiranyaz, Moncef Gabbouj and Aggelos K. Katsaggelos, “PhysioNet/CinC Challenge: Normal/Abnormal PCG Classification using an Ensemble of Support Vector Machines”, in Computing in Cardiology, CinC 2016, Vancouver, Canada, September 11 – 14, 2016.

D. INVITED KEYNOTE SPEECHES

641. Serkan Kiranyaz, Kerem Caglar, Esin Guldogan, Olcay Guldogan and Moncef Gabbouj, “MUVIS: A Content-Based Multimedia Indexing and Retrieval Framework,” Proc. of the Seventh International Symposium on Signal Processing and its Applications, ISSPA 2003, 1-4 July 2003, Paris, France, pp. 1-8.

642. Moncef Gabbouj, Serkan Kiranyaz, Kerem Caglar, Esin Guldogan, Olcay Guldogan and Farooq Ahmad Qureshi, “Audio-based Multimedia Indexing and Retrieval Scheme in MUVIS Framework,” Proceedings of 2003 IEEE International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2003, (invited plenary talk), Awaji Island, Japan, 7-10 December 2003.

643. M. Gabbouj and S. Kiranyaz, "Audio-visual content-based multimedia indexing and retrieval - the MUVIS framework", Proceedings of the 6th International Conference on Digital Signal Processing and its Applications, (invited plenary talk) DSPA 2004, Moscow, Russia, March 31 - April 2, 2004. 6. 1, pp.300-306.

644. Moncef Gabbouj, “Novel DSP Tools in CBIR MUVIS Framework,” (invited keynote speech) in Proc. of The Second Annual IEEE Benelux/DSP Valley Signal Processing Symposium, SPS-DARTS 2006, 28-29 March 2006, Antwerp, Belgium.

645. Moncef Gabbouj, Esin Guldogan, Mari Partio, Olcay Guldogan, Murat Birinci, Ahmad Iftikhar, Stefan Uhlmann and Serkan Kiranyaz, “An Extended Framework Structure in MUVIS for Content-Based Multimedia and Retrieval,” 4th International Conference: Sciences of Electronic, Technologies of Information and Telecommunications, SETIT 2007, 25-29 March 2007, Hammamet, Tunisia.

646. Moncef Gabbouj, “Recent Advances on Audio-Visual Information Retrieval,” Keynote Speech at the 2008 International Symposium on Communications and Information Technologies, ISCIT 2008, Vientiane, Lao PDR, 21-

23 October 2008.

647. Moncef Gabbouj, “Perceptual Color/Shape Descriptors Based on Spatial Distribution: a Top-Down Approach,” International Conference on Recent Advances in Communication Engineering, RACE 2008, 20-23 December 2008, Osmanian University, Hyderabad, India.

648. Moncef Gabbouj, “Fractional Multi-Dimensional Particle Swarm Optimization: Algorithms and Applications,” IEEE International Workshop on Recent Trends in Image and Video Processing, West Bengal University of Technology, 15th December 2008, Salt Lake, Kolkata, India.

649. Moncef Gabbouj, “Multidimensional Particle Swarm Optimization and Applications in Data Clustering and Image Retrieval," Proceedings of IPTA 2010, 5-7 July 2010, Paris, France.

650. Moncef Gabbouj, “The new digital signal processing technology: particle swarm optimization," Proceedings of the International Workshop on Information Communication Technology, August 24-25, 2010, KMITL, Bangkok, Thailand.

651. Moncef Gabbouj, "Big Data – How will it transform our lives?" Opening keynote, 7th IEEE GCC Conference and Exhibition, GCC-2013, 17-20 November 2013, Doha, Qatar.

652. Moncef Gabbouj, “Machine Learning Tools for Content-Based Search in Large Multimedia Databases," Proceedings of the 2013 International Conference on Computer, Control, Informatics and Its Application, IC3INA 2013, 19-20 November 2013, Jakarta, Indonesia.

653. Moncef Gabbouj, “Machine Learning and Particle Swarm Optimization Tools for Searching in Big Databases,” Keynote presented at the 11th International Conference on Signal Image Technology and Internnet Based Systems, SITIS-2015, 23-27 November 2015, Bangkong, Thailand.

654. Moncef Gabbouj, “Reading images in real-time,” The 26th International Conference on Information Modelling and Knowledge Bases, EJC 2016, June 6-10, 2016, Tampere, Finland.

655. Moncef Gabbouj, “Machine Learning and Optimization Tools for Big Multimedia Data Analytics,” 2016 4th International Conference on Cloud Computing and Intelligence Systems, CCIS 2016, 17-19 August 2016, Beijing, China.

656. Moncef Gabbouj, “Machine Learning and Optimization Tools for Big Multimedia Data Analytics,” 8th International Symposium on Signal, Image and Video Communication, ISIVC 2016, 21-23 Nov. 2016, Tunis, Tunisia.

E. Scientific books (monographs), Proceedings and Special Journal Issues

657. Signal Processing, Special Issue on Nonlinear Signal Processing, Guest Editor M. Gabbouj, Vol. 38, No. 3, 1994.

658. Signal Processing X –Theories and Applications, M. Gabbouj and P. Kuosmanen, Eds., TTKK-Paino, 4 volumes (also in CD-ROM), 2000.

659. Proceedings of WIAMIS 2001: Workshop on Image Analysis for Multimedia Services, M. Gabbouj, Ed., TTKK-Paino, (also in CD-ROM), 2001.

660. Moncef Gabbouj, “The Chairman’s Message,” Proceedings of WIAMIS 2001: Workshop on Image Analysis for Multimedia Services, M. Gabbouj, Ed., 16-17 May 2001, Tampere, Finland, p. i.

661. Journal of Applied Signal Processing, Special issue on Image Analysis for Multimedia Interactive Services – Part I, Guest Editors Moncef Gabbouj, Faouzi Alaya-Cheikh, Bogdan Cramariuc and Geoff Morrison, Vol. 2002, No. 4, April 2002.

662. Journal of Applied Signal Processing, Special issue on Image Analysis for Multimedia Interactive Services – Part II, Guest Editors Moncef Gabbouj, Faouzi Alaya-Cheikh, Bogdan Cramariuc and Geoff Morrison, Vol. 2002, No. 6, June 2002.

663. Moncef Gabbouj, Faouzi Alaya-Cheikh, Bogdan Cramariuc and Geoff Morrison, Editorial, Journal of Applied Signal Processing, Special issue on Image Analysis for Multimedia Interactive Services – Part I, Vol. 2002, No. 4, pp.

341-342, April 2002.

664. Moncef Gabbouj, Faouzi Alaya-Cheikh, Bogdan Cramariuc and Geoff Morrison, Editorial, Journal of Applied Signal Processing, Special issue on Image Analysis for Multimedia Interactive Services – Part II, Vol. 2002, No. 6, pp. 553-554, June 2002.

665. Giovanni L. Sicuranza, Gonzalo Arce, Moncef Gabbouj and Stephan Marshall, Editorial, Journal of Applied Signal Processing, Special issue on Nonlinear Signal and Image Processing – Part II, Vol. 2004, No. 16, pp. 2397-2399, November 2004.

666. Multimedia Tools and Applications, Chabane Djeraba, Moncef Gabbouj and Patrick Bouthemy, Guest Editors, Part I Video and Audio; vol. 30, no. 3, September 2006.

667. Multimedia Tools and Applications, Chabane Djeraba, Moncef Gabbouj and Patrick Bouthemy, Guest Editors, Part II: 2D and 3D Images, Interfaces, vol 31, no. 1, October 2006.

668. Ioan Tabus, Karen Egiazarian and Moncef Gabbouj, (Eds), Festschrift in Honor of Jaakko Astola on the Occasion of his 60th Birthday. Tampere International Center for Signal Processing, TICSP Series # 47, 2009.

669. Serkan Kiranyaz and Moncef Gabbouj, Content-Based Management of Multimedia Databases, LAMBERT Academic Publishing, 2012.

670. Serkan Kiranyaz, Turker Ince and Moncef Gabbouj, Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition, Springer 2014.

671. Ronald K. Pearson and Moncef Gabbouj, Nonlinear Digital Filtering with Python: An Introduction, Taylor & Francis/CRC Press, 2015.

F. Publications intended for professional communities

672. R. Boite and H. Leich, Les Filtres Numeriques, Analyse et Synthèse des Filtres Unidimensionnels, Masson S. A., Paris, 1990, Reviewed by M. Gabbouj, Review appeared in Signal Processing, Vol. 21, 283-286, 1990.

673. W.J. Hardcastle and A. Marchal, Editors, Speech Production and Speech Modeling, NATO ASI Series, Series D: Behavioral and Social Sciences, Vol. 55, The Netherlands: Kluwer Academic Publishers, 1990, Reviewed by M. Gabbouj, review published in Signal Processing.

674. A.K. Katsaggelos (Ed), Digital Image Restoration, Springer Series in Information Sciences, Thomas S. Huang, Editor, Springer-Verlag, 1991, Reviewed by M. Gabbouj, review published in Signal Processing.

675. S.K. Mitra, Digital Signal Processing - A Computer-Based Approach, McGraw-Hill Companies, Inc., 1998, Reviewed by M. Gabbouj and J. Astola, review published in Signal Processing, Vol. 66, 119-121, 1998.

G. Publications intended for the general public, linked to the applicant’s research

676. Harri Repo, ”Nokia ja TTY hautovat innovaatioita yhteisessä keskuksessa,” (translation to English: “Nokia and TUT Incubate Innovation at a Joint Center,” Tekniikkatalous,) (in Finnish), http://www.tekniikkatalous.fi/tk/article41675.ece, 24 May 2007.

677. ”Nokia Foundation Granted the 2005 Recognition Award to Professor Moncef Gabbouj,” (Nokia Oyj:n Säätiö myönsi tunnustuspalkinnon professori Moncef Gabboujlle) Nokia Press Release, 29 November 2005.

678. Aila-Liisa Laurila, “Palkinto: Professori Moncef Gabbouj sai kiitosta kansainvälisen opetusverkosta,” (translated to English: “Award: Professor Moncef Gabbouj Receives Recognition for his International Engineering Education Network,”) Aamulehti, 30 November 2005 (in Finnish).

679. Olavi Koistinen, “Nokian säätiä palkitsi opetuksen kehittäjän Tampereelta,” (translated in English: “Nokia Foundation Awarded Engineering Education Development,” Helsingin Sanomat, 2nd December 2005 (in Finnish).

680. Mikko Pulliainen, "Akatemiaprofessori aikoo palata piirustuspöydän ääreen," (translated in English: Academy Professor Intends to Return to the Drawing Board), Aamulehti 14 June 2010 (in Finnish).

681. Tarja Luukko, "Moncef Gabbouj - TTY:n akatemiaprofessori," (translated in English: Moncef Gabbouj - TUT Academy Professor), TTY Kaapeli, no. 7, 2010, 18 November 2010 (in Finnish).

682. Tarja Luukko, "Moncef Gabbouj - TTY:n akatemiaprofessori," (translated in English: Moncef Gabbouj - TUT Academy Professor), Sidosryhmälehti Rajapinta, no. 2011/1/5697 (in Finnish).

683. "Practical Rate Control of Scalable Video Streamed to Your Smartphones," A short review for “Advanced rate adaptation for unicast streaming of scalable video," Edited by Cheng-Hsin Hsu, IEEE COMSOC MMTC R-Letter, Vol. 1, No. 2, December 2010.

684. Leena Koskenlaakso, “Ei päivää ilman big data,” Rajapinta, Tampereen teknillinen yliopisto, 3 June 2014.

685. “A Quicker Way to Pair Smartphones: Shake Them,” MIT Technology Review, 7 August 2015, http://www.technologyreview.com/view/539866/a-quicker-way-to-pair-smartphones-shake-them/

H. THESES

686. M. Gabbouj, Optimal Stack Filter Examples & Positive Boolean Functions, MSc Thesis, School of Electrical Engineering, Purdue University, West Lafayette, IN, December 1986.

687. M. Gabbouj, Estimation and Structural Based Approach for the Design of Optimal Stack Filters, Ph.D. Thesis, School of Electrical Engineering, Purdue University, West Lafayette, IN., December 1989.

I. Patents and invention disclosures

688. Y. Neuvo, M. Gabbouj, K. Kalliojärvi, J. Kontro, O. Vainio, “Method and apparatus for converting an analog signal to a digital floating-point number to an analog signal,” Finnish Pat. No. 96810, 1996

689. Mehdi Rezaei, Imed Bouazizi and Moncef Gabbouj, “Time slicing and statistical multiplexing in a digital broadcast network,” US Patent No. NC6015, 2007.

690. Caglar Aytekin, Serkan Kiranyaz and Moncef Gabbouj, “Quantum-Cut: A graph based cut algorithm based on quantum mechanics,” Provisional US Patent, 2014, filed.