Multiple person re-identification using part based spatio-temporal color appearance model

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2011, Pages 1721-1728

  Bedagkar Gala, Apurva ^a   Shah, Shishir K ^a  

^a UNIVERSITY OF HOUSTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPEARANCE MODELS; BIJECTIONS; CALIBRATION DATA; CLOSED SET; COLOR APPEARANCE MODELS; COLOR FEATURES; FALSE MATCHES; GEOSPATIAL LOCATION; LINEAR ASSIGNMENT PROBLEM; NON-OVERLAPPING CAMERAS; PRIOR KNOWLEDGE; SET MATCHING; SPATIO-TEMPORAL; SPATIO-TEMPORAL MODELS;

IMAGE PROCESSING; PROBES;

COLOR;

EID: 84856650987     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCVW.2011.6130457     Document Type: Conference Paper

References (29)

1. C. Arth, C. Leistner, and H. Bischof. Object reacquisition and tracking in large-scale smart camera networks. In 1st ACM/IEEE International Conference on Distributed Smart Cameras, 2007.
2. S. Bak, E. Corvee, F. Bremond, and M. Thonnat. Person reidentification using haar-based and dcd-based signature. In 7th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010.
3. S. Bak, E. Corvee, F. Bremond, and M. Thonnat. Person re-identification using spatial covariance regions of human body parts. In 7th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010.
4. L. Bazzani, M. Cristani, A. Perina, M. Farenzena, and V. Murino. Multiple-shot person re-identification by hpe signature. In International Conference on Pattern Recognition, 2010.
5. N. D. Bird, O. Masoud, N. P. Papanikolopoulos, and A. Isaacs. Detection of loitering individuals in public transportation areas. IEEE Transactions on Intelligent Transportation Systems, 2005.
6. Y. Cai and M. Pietikinen. Person re-identification based on global color context. In The Tenth International Workshop on Visual Surveillance., 2010.
7. T. F. Cootes, G. J. Edwards, and C. J. Taylor. Active appearance models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998.
8. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005.
9. M. Everingham, L. V. Gool, C. K. I. Williams, J. Winn, and A. Zisserman. The PASCAL Visual Object Classes Challenge 2008 (VOC2008) Results. http://www. pascalnetwork. org/challenges/VOC/voc2008/workshop/index. html.
10. M. Farenzena, L. Bazzani, A. Perina, V. Murino, and M. Cristani. Person re-identification by symmetry-driven accumulation of local features. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010.
11. P. Felzenszwalb, R. Girshick, D. McAllester, and D. Ramanan. Discriminatively trained deformable part models, release 4. http://people. cs. uchicago. edu/pff/latent-release4/.
12. P. F. Felzenszwalb, D. A. McAllester, and D. Ramanan. A discriminatively trained, multiscale, deformable part model. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2008.
13. M. A. T. Figueiredo and A. K. Jain. Unsupervised learning of finite mixture models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000.
14. N. Gheissari, T. Sebastian, and R. Hartley. Person reidentification using spatiotemporal appearance. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2006.
15. D. Gray and H. Tao. Viewpoint invariant pedestrian recognition with an ensemble of localized features. In European Conference on Computer Vision, 2008.
16. O. Hamdoun, F. Moutarde, B. Stanciulescu, and B. Steux. Person re-identification in multi-camera system by signature based on interest point descriptors collected on short video sequences. In 2nd ACM/IEEE International Conference on Distributed Smart Cameras, 2008.
17. O. Javed, K. Shafique, Z. Rasheed, and M. Shah. Modeling inter-camera space-time and appearance relationships for tracking across non-overlapping views. Computer Vision and Image Understanding, 2008.
18. K. Jungling, C. Bodensteiner, and M. Arens. Person reidentification in multi camera networks. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2011.
19. J. Kang, I. Cohen, and G. Medioni. Object reacquisition using invariant appearance model. In Proceedings of 17th International Conference on Pattern Recognition, 2004.
20. D. Makris, T. Ellis, and J. Black. Bridging the gaps between cameras. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004.
21. J. Munkres. Algorithms for the assignment and transportation problems. Journal of the Society of Industrial and Applied Mathematics, 1957.
22. B. Prosser, W.-S. Zheng, S. Gong, and T. Xiang. Person reidentification by support vector ranking. In Proceedings of the British Machine Vision Conference, 2010.
23. Y. Rubner, C. Tomasi, and L. J. Guibas. The earth movers distance as a metric for image retrieval. International Journal of Computer Vision, 2000.
24. W. R. Schwartz and L. S. Davis. Learning discriminative appearance-based models using partial least squares. In Proceedings of the XXII Brazilian Symposium on Computer Graphics and Image Processing, 2009.
25. K. E. A. van de Sande, T. Gevers, and C. G. M. Snoek. Evaluating color descriptors for object and scene recognition. IEEE Transactions on Pattern Analysis and Machine Intelligenc, 2010.
26. X. Wang, G. Doretto, T. Sebastian, J. Rittscher, and P. Tu. Shape and appearance context modeling. In International Conference on Computer Vision, 2007.
27. A. Yilmaz, O. Javed, and M. Shah. Object tracking: A survey. ACM Computing Surveys, 2006.
28. W.-S. Zheng, S. Gong, and T. Xiang. Associating groups of people. In Proceedings of the British Machive Vision Conference, 2009.
29. W.-S. Zheng, S. Gong, and T. Xiang. Person re-identification by probabilistic relative distance comparison. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2011.