Saliency-aware geodesic video object segmentation

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

Volumn 07-12-June-2015, Issue , 2015, Pages 3395-3402

  Wang, Wenguan ^a   Shen, Jianbing ^a   Porikli, Fatih ^b  

^a BEIJING INSTITUTE OF TECHNOLOGY   (China)

^b AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; GEODESY; LOCATION; MOTION COMPENSATION; MOTION ESTIMATION; PATTERN RECOGNITION;

ENERGY MINIMIZATION; FOREGROUND OBJECTS; GLOBAL APPEARANCES; OBJECT SEGMENTATION; QUALITATIVE EXPERIMENTS; SPATIOTEMPORAL SALIENCY; STATE-OF-THE-ART ALGORITHMS; VIDEO-OBJECT SEGMENTATION;

IMAGE SEGMENTATION;

EID: 84959191527     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2015.7298961     Document Type: Conference Paper

References (32)

1. R. Achanta, A. Shaji, K. Smith, A. Lucchi, P. Fua, and S. Susstrunk. Slic superpixels compared to state-of-the-art superpixel methods. IEEE TPAMI, 34(11), 2012
2. C. Antonio, S. Toby, and B. Andrew. Geos: geodesic image segmentation. In ECCV, 2008
3. X. Bai and G. Sapiro. A geodesic framework for fast interactive image and video segmentation and matting. In ICCV, 2007
4. O. Barnich and M. Van Droogenbroeck. Vibe: a universal background subtraction algorithm for video sequences. IEEE TIP, 20(6), 2011
5. W. Brendel and S. Todorovic. Video object segmentation by tracking regions. In CVPR, 2009
6. T. Brox and J. Malik. Object segmentation by long term analysis of point trajectories. In ECCV, 2010
7. T. Brox and J. Malik. Large displacement optical flow: descriptor matching in variational motion estimation. IEEE T-PAMI, 33(3), 2011
8. J. Carreira and C. Sminchisescu. Constrained parametric min-cuts for automatic object segmentation. In CVPR, 2010
9. P. Chockalingam, N. Pradeep, and S. Birchfield. Adaptive fragments-based tracking of non-rigid objects using level sets. In CVPR, 2009
10. A. Criminisi, T. Sharp, C. Rother, and P. Perez. Geodesic image and video editing. ACM TOG, 29(5), 2010
11. I. Endres and D. Hoiem. Category independent object proposals. In ECCV, 2010
12. K. Fragkiadaki, G. Zhang, and J. Shi. Video segmentation by tracing discontinuities in a trajectory embedding. In CVPR, 2012
13. H. Fu, X. Cao, and Z. Tu. Cluster-based co-saliency detection. IEEE TIP, 22(10), 2013
14. C. Guo, Q. Ma, and L. Zhang. Spatio-temporal saliency detection using phase spectrum of quaternion fourier transform. In CVPR, 2008
15. Y. J. Lee, J. Kim, and K. Grauman. Key-segments for video object segmentation. In ICCV, 2011
16. M. Leordeanu, R. Sukthankar, and C. Sminchisescu. Efficient closed-form solution to generalized boundary detection. In ECCV, 2012
17. J. Lezama, K. Alahari, J. Sivic, and I. Laptev. Track to the future: Spatio-temporal video segmentation with long-range motion cues. In CVPR, 2011
18. F. Li, T. Kim, A. Humayun, D. Tsai, and J. Rehg. Video segmentation by tracking many figure-ground segments. In ICCV, 2013
19. T. Ma and L. J. Latecki. Maximum weight cliques with mutex constraints for video object segmentation. In CVPR, 2012
20. V. Mahadevan and N. Vasconcelos. Spatiotemporal saliency in dynamic scenes. IEEE TPAMI, 32(1), 2010
21. S. Mathe and C. Sminchisescu. Dynamic eye movement datasets and learnt saliency models for visual action recognition. In ECCV. 2012
22. P. Ochs and T. Brox. Higher order motion models and spectral clustering. In CVPR, 2012
23. A. Papazoglou and V. Ferrari. Fast object segmentation in unconstrained video. In ICCV, 2013
24. F. Perazzi, P. Krahenbuhl, Y. Pritch, and A. Hornung. Saliency filters: Contrast based filtering for salient region detection. In CVPR, 2012
25. B. Price, B. Morse, and S. Cohen. Geodesic graph cut for interactive image segmentation. In CVPR, 2010
26. E. Rahtu, J. Kannala, M. Salo, and J. Heikkilä. Segmenting salient objects from images and videos. In ECCV, 2010
27. C. Rother, V. Kolmogorov, and A. Blake. Grabcut: Interactive foreground extraction using iterated graph cuts. ACM TOG, 23(3), 2004
28. H. J. Seo and P. Milanfar. Static and space-time visual saliency detection by self-resemblance. Journal of vision, 9(12), 2009
29. D. Tsai, M. Flagg, A. Nakazawa, and J. M. Rehg. Motion coherent tracking using multi-label mrf optimization. In IJCV, 2012
30. C. Xu, C. Xiong, and J. J. Corso. Streaming hierarchical video segmentation. In ECCV, 2012
31. C. Yang, L. Zhang, H. Lu, X. Ruan, and M.-H. Yang. Saliency detection via graph-based manifold ranking. In CVPR, 2013
32. D. Zhang, O. Javed, and M. Shah. Video object segmentation through spatially accurate and temporally dense extraction of primary object regions. In CVPR, 2013.