A hierarchical image clustering cosegmentation framework

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

Volumn , Issue , 2012, Pages 686-693

  Kim, Edward ^a   Li, Hongsheng ^a   Huang, Xiaolei ^a  

^a Lehigh University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BACKGROUND REGION; DATA SETS; HIER-ARCHICAL CLUSTERING; IMAGE CLUSTERING; IMAGE CLUSTERS; IMAGE REGIONS; MULTIPLE LEVELS; MULTISCALES; REAL WORLD DATA; SEGMENTATION ACCURACY; SEGMENTATION METHODS; SIMILAR IMAGE;

COMPUTER VISION;

IMAGE SEGMENTATION;

EID: 84866639223     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2012.6247737     Document Type: Conference Paper

References (26)

1. P. Arbeláez, M. Maire, C. Fowlkes, and J. Malik. From contours to regions: An empirical evaluation. CVPR, pages 2294-2301, 2009. 3, 6
2. 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
3. H. Bay, T. Tuytelaars, and L. Van Gool. Surf: Speeded up robust features. ECCV, pages 404-417, 2006. 3
4. A. Bosch, A. Zisserman, and X. Munoz. Representing shape with a spatial pyramid kernel. CIVR, pages 401-408, 2007. 3
5. Y. Boykov, O. Veksler, and R. Zabih. Fast approximate energy minimization via graph cuts. IEEE PAMI, 23(11):1222-1239, 2001. 2
6. Y. Chai, V. Lempitsky, and A. Zisserman. Bicos: A bi-level co-segmentation method for image classification. ICCV, pages 2579-2586, 2011. 2
7. D. Cheng and M. Figueiredo. Cosegmentation for image sequences. In Image Analysis and Processing, pages 635-640, 2007. 2
8. O. Chum and A. Zisserman. An exemplar model for learning object classes. In CVPR, pages 1-8, 2007. 2
9. T. Cour, F. Benezit, and J. Shi. Spectral segmentation with multiscale graph decomposition. In CVPR, pages 1124-1131, 2005. 2, 4, 5, 6, 7, 8
10. J. Deng,W. Dong, R. Socher, L. Li, K. Li, and L. Fei-Fei. Imagenet: A large-scale hierarchical image database. In CVPR, pages 248-255. 5
11. V. Ferrari, F. Jurie, and C. Schmid. From images to shape models for object detection. In IJCV, volume 87, pages 284-303, 2010. 2
12. C. Gu, J. Lim, P. Arbelaez, and J. Malik. Recognition using regions. In CVPR, pages 1030-1037, 2009. 2
13. D. Hochbaum and V. Singh. An efficient algorithm for cosegmentation. In CVPR, pages 269-276, 2009. 2
14. A. Joulin, F. Bach, and J. Ponce. Discriminative clustering for image co-segmentation. In CVPR, pages 1943-1950, 2010. 2, 4, 6, 7
15. H. Kang, M. Hebert, and T. Kanade. Discovering object instances from scenes of daily living. In ICCV, pages 762-769, 2011. 2
16. G. Kim, E. Xing, L. Fei-Fei, and T. Kanade. Distributed cosegmentation via submodular optimization on anisotropic diffusion. ICCV, pages 169-176, 2011. 2, 3, 6, 7, 8
17. S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR, volume 2, pages 2169-2178, 2006. 3
18. A. Levinshtein, A. Stere, K. Kutulakos, D. Fleet, S. Dickinson, and K. Siddiqi. Turbopixels: Fast superpixels using geometric flows. IEEE PAMI, 31(12):2290-2297, 2009. 6
19. C. Rother, T. Minka, A. Blake, and V. Kolmogorov. Cosegmentation of image pairs by histogram matchingincorporating a global constraint into mrfs. In CVPR, pages 993-1000, 2006. 1, 2
20. J. Shi and J. Malik. Normalized cuts and image segmentation. IEEE PAMI, 22(8):888-905, 2000. 2
21. J. Sun, S. Kang, Z. Xu, X. Tang, and H. Shum. Flash cut: Foreground extraction with flash and no-flash image pairs. In CVPR, pages 1-8, 2007. 2
22. A. Toshev, J. Shi, and K. Daniilidis. Image matching via saliency region correspondences. In CVPR, pages 1-8, 2007. 2
23. S. Vicente, V. Kolmogorov, and C. Rother. Cosegmentation revisited: models and optimization. ECCV, pages 465-479, 2010. 2
24. S. Vicente, C. Rother, and V. Kolmogorov. Object cosegmentation. In CVPR, pages 2217-2224, 2011. 2, 3
25. J. Winn, A. Criminisi, and T. Minka. Object categorization by learned universal visual dictionary. In CVPR, volume 2, pages 1800-1807, 2005. 5
26. S. Yu and J. Shi. Segmentation given partial grouping constraints. IEEE PAMI, 26(2):173-183, 2004. 2, 5