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
1
[email protected]
http://ice.dlut.edu.cn/lu/index.html
*
[1]
[1] Y. C. Wei, F. Wen, W. J. Zhu, and J. Sun. Geodesic saliency
using background priors. In ECCV, 2012, pp. 29–42.
[1]
[1]
[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,
pp. 2368–2375.
[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
(c)
(d)
B
PCA
K-means D N K
*
Ns SLIC
fz z D s z
*
*
(Foreground) (Background) r(z)
*
[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
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.
-
*
*
*
(a) -
*
*