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卢湖川 lhchuan@dlut 大连理工大学 ice.dlut/lu/index.html

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基于稠密和稀疏重构的图像显著性检测算法 Xiaohui Li, Huchuan Lu, Lihe Zhang, Xiang Ruan, Minghsuan Yang, Saliency Detection via Dense and Sparse Reconstruction, ICCV2013, P2976-2983. 卢湖川 [email protected] 大连理工大学 http://ice.dlut.edu.cn/lu/index.html. 4. 实验结果及其分析. 1. 课题背景. 2. 相关研究及存在问题. 3. 5. 本文工作总结. - PowerPoint PPT Presentation

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[email protected]

http://ice.dlut.edu.cn/lu/index.html

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[1] Y. C. Wei, F. Wen, W. J. Zhu, and J. Sun. Geodesic saliency using background priors. In ECCV, 2012, pp. 29–42.
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[2] A. Borji and L. Itti, “Exploiting local and global patch rarities for saliency detection,” in CVPR, 2012, pp.
478–485.
[3] W. Wang, Y. Wang, Q. Huang, and W. Gao, “Measuring visual saliency by site entropy rate,” in CVPR, 2010,
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[4] E. Rahtu, J. Kannala, M. Salo, and J. Heikkilä, “Segmenting salient objects from images and videos,” in ECCV, 2010, pp. 366–379.
[5] Y. Xie and H. Lu, “Visual saliency detection based on bayesian model,” in ICIP, 2011, pp. 645–648.



CIELab RGB
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PCA


K-means D N K
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[4] E. Rahtu, J. Kannala, M. Salo, and J. Heikkilä, “Segmenting salient objects from images and
videos,” in ECCV, 2010, pp. 366–379.
[5] Y. Xie and H. Lu, “Visual saliency detection based on bayesian model,” in ICIP, 2011, pp.
645–648.
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: CIELab
ASD, MSRA SOD1000, 5000, 300
(Precision)

(Recall)

F-measure



[6] M.-M. Cheng, G.-X. Zhang, N. J. Mitra, X. Huang, and S.-M. Hu. Global contrast based salient region detection. In CVPR, pages 409–416, 2011.
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