Object-based multiple foreground video co-segmentation

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2014, Pages 3166-3173

  Fu, Huazhu ^a   Xu, Dong ^a   Zhang, Bao ^b   Lin, Stephen ^c  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b TIANJIN UNIVERSITY   (China)

^c MICROSOFT RESEARCH   (United States)

Author keywords

co segmentation; multi state selection graph; multiple foreground; video segmentation

Indexed keywords

PATTERN RECOGNITION;

CO SEGMENTATIONS; EXISTING ENERGIES; FOREGROUND OBJECTS; INDEPENDENT OBJECTS; LOW-LEVEL FEATURES; MULTI-STATE; MULTIPLE FOREGROUND; VIDEO SEGMENTATION;

GRAPH THEORY;

EID: 84911424892     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2014.405     Document Type: Conference Paper

References (23)

1. M. Bergtholdt, J. Kappes, S. Schmidt, and C. Schnorr. A study of parts-based object class detection using complete graphs. IJCV, 2010.
2. D. Chen, H. Chen, and L. Chang. Video object cosegmentation. In ACM MM, 2012.
3. W. Chiu and M. Fritz. Multi-class video co-segmentation with a generative multi-video model. In CVPR, 2013.
4. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In CVPR, 2005.
5. T. Deselaers, B. Alexe, and V. Ferrari. Weakly supervised localization and learning with generic knowledge. IJCV, 2012.
6. I. Endres and D. Hoiem. Category independent object proposals. In ECCV, 2010.
7. P. Felzenszwalb and D. Huttenlocher. Efficient belief propagation for early vision. IJCV, 2006.
8. H. Fu, X. Cao, and Z. Tu. Cluster-based co-saliency detection. TIP, 2013.
9. J. Guo, Z. Li, L. Cheong, and S. Zhou. Video co-segmentation for meaningful action extraction. In ICCV, 2013.
10. A. Joulin, F. Bach, and J. Ponce. Multi-class cosegmentation. In CVPR, 2012.
11. G. Kim, E. Xing, L. Fei-Fei, and T. Kanade. Distributed cosegmenta-tion via submodular optimization on anisotropic diffusion. In ICCV, 2011.
12. G. Kim and E. P. Xing. On multiple foreground cosegmentation. In CVPR, 2012.
13. V. Kolmogorov. Convergent tree-reweighted message passing for energy minimization. TPAMI, 2006.
14. Y. Lee, J. Kim, and K. Grauman. Key-segments for video object segmentation. In ICCV, 2011.
15. C. Liu. Beyond pixels: exploring new representations and applications for motion analysis. PhD thesis, MIT, 2009.
16. T. Ma and L. Latecki. Maximum weight cliques with mutex constraints for video object segmentation. In CVPR, 2012.
17. F. Meng, H. Li, G. Liu, and K. Ngan. Object co-segmentation based on shortest path algorithm and saliency model. TMM, 2012.
18. L. Mukherjee, V. Singh, J. Xu, and M. D. Collins. Analyzing the subspace structure of related images: Concurrent segmentation of image sets. In ECCV, 2012.
19. J. Rubio, J. Serrat, and A. López. Video co-segmentation. In ACCV, 2012.
20. D. Tsai, M. Flagg, and J. Rehg. Motion coherent tracking with multilabel MRF optimization. In BMVC, 2010.
21. S. Vicente, C. Rother, and V. Kolmogorov. Object cosegmentation. In CVPR, 2011.
22. B. Zhang, H. Zhao, and X. Cao. Video object segmentation with shortest path. In ACM MM, 2012.
23. D. Zhang, O. Javed, and M. Shah. Video object segmentation through spatially accurate and temporally dense extraction of primary object regions. In CVPR, 2013.