Video object cosegmentation

MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia

Volumn , Issue , 2012, Pages 805-808

  Chen, Ding Jie ^a   Chen, Hwann Tzong ^a   Chang, Long Wen ^a  

^a NATIONAL TSING HUA UNIVERSITY   (Taiwan)

Author keywords

co segmentation; GMM; graph cut; motion; video

Indexed keywords

CO-SEGMENTATION; GMM; GRAPH CUT; MOTION; VIDEO;

ALGORITHMS; MOTION COMPENSATION; MOTION ESTIMATION;

IMAGE SEGMENTATION;

EID: 84871384745     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2393347.2396317     Document Type: Conference Paper

References (19)

1. D. Batra, A. Kowdle, D. Parikh, J. Luo, and T. Chen. icoseg: Interactive co-segmentation with intelligent scribble guidance. In CVPR, pages 3169-3176, 2010.
2. Y. Boykov and V. Kolmogorov. An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision. IEEE Trans. Pattern Anal. Mach. Intell., 26(9):1124-1137, 2004.
3. J. Carreira and C. Sminchisescu. Constrained parametric min-cuts for automatic object segmentation. In CVPR, pages 3241-3248, 2010.
4. Y. Chai, V. S. Lempitsky, and A. Zisserman. Bicos: A bi-level co-segmentation method for image classification. In ICCV, pages 2579-2586, 2011.
5. P. F. Felzenszwalb and D. P. Huttenlocher. Efficient graph-based image segmentation. International Journal of Computer Vision, 59(2):167-181, 2004.
6. J.-M. Geusebroek, A. W. M. Smeulders, and J. van de Weijer. Fast anisotropic gauss filtering. IEEE Transactions on Image Processing, 12(8):938-943, 2003.
7. M. Grundmann, V. Kwatra, M. Han, and I. A. Essa. Efficient hierarchical graph-based video segmentation. In CVPR, pages 2141-2148, 2010.
8. D. S. Hochbaum and V. Singh. An efficient algorithm for co-segmentation. In ICCV, pages 269-276, 2009.
9. A. Joulin, F. R. Bach, and J. Ponce. Discriminative clustering for image co-segmentation. In CVPR, pages 1943-1950, 2010.
10. H. Li and K. N. Ngan. A co-saliency model of image pairs. IEEE Transactions on Image Processing, 20(12):3365-3375, 2011.
11. C. Liu. Beyond pixels: exploring new representations and applications for motion analysis. PhD thesis, Cambridge, MA, USA, 2009. AAI0822221.
12. C. Liu, J. Yuen, A. Torralba, J. Sivic, and W. T. Freeman. Sift flow: Dense correspondence across different scenes. In ECCV (3), pages 28-42, 2008.
13. L. Mukherjee, V. Singh, and C. R. Dyer. Half-integrality based algorithms for cosegmentation of images. In CVPR, pages 2028-2035, 2009.
14. L. Mukherjee, V. Singh, and J. Peng. Scale invariant cosegmentation for image groups. In CVPR, pages 1881-1888, 2011.
15. A. Y. Ng, M. I. Jordan, and Y. Weiss. On spectral clustering: Analysis and an algorithm. In NIPS, pages 849-856. MIT Press, 2001.
16. C. Rother, T. P. Minka, A. Blake, and V. Kolmogorov. Cosegmentation of image pairs by histogram matching - incorporating a global constraint into mrfs. In CVPR (1), pages 993-1000, 2006.
17. J. Shi and J. Malik. Normalized cuts and image segmentation. In CVPR, pages 731-737, 1997.
18. S. Vicente, V. Kolmogorov, and C. Rother. Cosegmentation revisited: Models and optimization. In ECCV (2), pages 465-479, 2010.
19. S. Vicente, C. Rother, and V. Kolmogorov. Object cosegmentation. In CVPR, pages 2217-2224, 2011.