Co-saliency Detection

Co-saliency Detection

May 18, 2015. | By: QU Xiaofeng

Papers & Codes

Originally summarized by Huazhu Fu (Google site)

  • D. Jacobs, D. Goldman, and E. Shechtman, “Cosaliency: Where people look when comparing images,” in Proc. ACM Symp. User Inter. Softw. Technol. (UIST), 2010, pp. 219–228. [PDF]
  • Hongliang Li and King N. Ngan, “A Co-saliency Model of Image Pairs,” IEEE Transactions on Image Processing (TIP), vol. 20, no. 12, pp. 3365–3375, 2011. [PDF] [Code] [Dataset] [Project]
  • Hongliang Li, Fanman Meng, and King N. Ngan, “Co-Salient Object Detection From Multiple Images”, IEEE Transactions on Multimedia (TMM), vol. 15, no. 8, pp. 1896-1909, 2013. [link (ieee)] [Project]
  • Huazhu Fu; Xiaochun Cao; Zhuowen Tu, “Cluster-Based Co-Saliency Detection,” Image Processing, IEEE Transactions on , vol.22, no.10, pp.3766,3778, Oct. 2013 [PDF] [Code (github)]
  • Hwann-Tzong Chen, “Preattentive co-saliency detection,” in Proc. IEEE Conf. Image Process. (ICIP), 2010, pp. 1117–1120. [PDF] [Code] [Project]
  • Kai-Yueh Chang, Tyng-Luh Liu, and Shang-Hong Lai, “From co-saliency to co-segmentation: An efficient and fully unsupervised energy minimization model,” in ICCV, 2011, pp. 2129–2136. [PDF]
  • Lina Li, Zhi Liu, Wenbin Zou, Xiang Zhang, and Olivier Le Meur, “Co-saliency detection based on region-level fusion and pixel-level refinement”, in International Conference on Multimedia Expo (ICME), Chengdu, July 2014. [Link (ieee)]
  • Xiaochun Cao, Yupeng Cheng, Zhiqiang Tao, and Huazhu Fu, “Co-saliency Detection via Base Reconstruction”, in ACM Multimedia (ACM MM), 2014. [PDF (google)]
  • Xiaochun Cao, Zhiqiang Tao, Bao Zhang, Huazhu Fu, and Wei Feng, “Self-adaptively Weighted Co-saliency Detection via Rank Constraint”, IEEE Transactions on Image Processing (TIP), vol. 23, no. 9, pp. 4175-4186, 2014. [PDF (google)] [Code (github)]
  • Xiaochun Cao, Zhiqiang Tao, Bao Zhang, Huazhu Fu, Xuewei Li, “Saliency map fusion based on rank-one constraint”, in IEEE International Conference on Multimedia & Expo (ICME), 2013, pp. 1-6. [PDF (google)] [Code(github)]
  • Yi-Lei Chen and Chiou-Ting Hsu, “Implicit Rank-Sparsity Decomposition: Applications to Saliency/Co-Saliency Detection,” in Proc. ICPR, Stockholm, Sweden, Aug. 2014. [Project (google)] [Code (google)]
  • YiJun Li, Keren Fu, Zhi Liu, Jie Yang, “Efficient Saliency-Model-Guided Visual Co-Saliency Detection,” IEEE Signal Processing Letters (SPL), vol. 22, no. 5, pp. 588-592, 2015. [Link (ieee)]
  • Zhi Liu, Wenbin Zou, Lina Li, Liquan Shen, and Olivier Le Meur, “Co-Saliency Detection Based on Hierarchical Segmentation,” IEEE Signal Processing Letters (SPL), vol. 21, no. 1, pp. 88-92, 2014. [PDF]
  • Zhiyu Tan, Liang Wan, Wei Feng, and Chi-Man Pun, “Image co-saliency detection by propagating superpixel affinities,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013, pp.2114-2118. [PDF]

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