An online learned elementary grouping model for multi-target tracking

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

Volumn , Issue , 2014, Pages 1242-1249

  Chen, Xiaojing ^a   Qin, Zhen ^a   An, Le ^a   Bhanu, Bir ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLUTTER (INFORMATION THEORY); MOTION TRACKING; PATTERN RECOGNITION;

DATA ASSOCIATION; GROUP TRACKING; GROUPING BEHAVIORS; GROUPING MODEL; INDEPENDENT AGENTS; MULTI-TARGET TRACKING; STATE-OF-THE-ART METHODS; TRACKING APPROACHES;

TARGET TRACKING;

EID: 84911396928     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2014.162     Document Type: Conference Paper

References (31)

1. Caviar dataset, http:/homepagesnfed.ac.uk/rbf/caviardatal/.
2. S. Ali and M. Shah. Floor fields for tacking in high density crowd scenes. In ECCV, 2008.
3. L. Bazzani, M. Crstani, and V. Murno. Decentralized partcle filer for joint individual-group tacking. In CVPR, 2012.
4. B. Benfold and I. Reid. Stable mularget tacking in realime urveilance video. In CVPR, 2011.
5. J. Berclaz, F. Fleuret, E. Tiiretken, and P. Fua. Multple object tacking usng k-horest paths optimization. EEE TPAMI, 20U.
6. W. Brendel, M. Amer, and S. Todorovic. Mulobject tackng as maximum weight independent set. In CVPR, 2011.
7. A. A. Butt and R. T. Collns. Multarget tacking by la-grangian relaxation o min-cost network flow. n CVPR, 2013.
8. N. Dalai and B. Trggs. Histograms of oriented gradients for human detection. In CVPR, 2005.
9. M.-R Dubuisson and A. Jain. A modified hausdorf disance or object matching. InlCPR, 1994.
10. P. F. Felzenszwalb, R. B. Gihick, D. McAlester, and D. Ra-manan. Object detection wh dicriminatively trained part based models. IEEE TPAMI, 32(9) 1627-1645, 2010.
11. W. Ge, R. Collns, and C. Ruback. Vion-based analyss of small groups in pedesan crowds. IEEE Trans PAMI, 2011.
12. J. F. Henrques, R. Caseiro, and J. Batia. Globally optimal solution to mulobject tracking wih merged measurements. In ICCV, 2011.
13. C. Huang, B. Wu, and R. Nevatia. Robust object tacking by hierarchical association of detection responses. In ECCV, 2008.
14. CH. Kuo, C. Huang, and R. Nevatia. Mularget tackng by on-lne learned discriminative appearance models. In CVPR, 2010.
15. Y. Li, C. Huang, and R. Nevatia. Learning o associate: Hybridboosted mularget tacker for crowded scene. n CVPR, 2009.
16. C. Liu. Dcriminant analyss and similarity measure. Patern Recogniton, 2014.
17. M. Mousaid, N. Perozo, S. Gamier, D. Helbing, and G. Theraulaz. The walking behaviour of pedesan social groups and is impact on crowd dynamics. PLoS ONE, 2010.
18. S. Pellegrni, A. Ess, and L. V. Gool. Improving data association by joint modeling of pedestan trajectores and groupngs. In ECCV, 2010.
19. S. Pellegrni, A. Ess, K. Schindler, and L. Van Gool. You'll never walk alone: Modeling social behavior for mularget acking. In ICCV, 2009.
20. A. G. A. Perera, C. Srnivas, A. Hoogs, G. Brooksby, and W. Hu. Mulobject tracking through simulaneous long occlusions and spli-merge conditons. In CVPR, 2006.
21. Z. Qin and C. Shelton. Improving mularget tacking via ocial grouping. In CVPR, 2012.
22. Z. Qin, C. Shelton, and L. Chai. Social grouping for target handover in mulview video. In ICME, 2013.
23. G Shu, A. Dehghan, O. Oreifej, E. Hand, and M. Shah. Part-based mulple-person tracking wh partal occluson handling. In CVPR, 2012.
24. J. Sochman and D Hogg. Who knows who-nvertng the ocial force model for finding groups. In ICCV Workshops, 2011.
25. B. Song, T. Jeng, E. Staudt, and A. K. Roy-Chowdhury. A ochasc graph evolution famework for robust mularget acking. In ECCV, 2010.
26. Z. Wu, T. H. Kunz, and M. Betke. Efficient tack linking methods for tack graphs usng network-flow and set-cover echniques. In CVPR, 2011.
27. J. Xing, H. Ai, and S. Lao. Mulobject tacking through occlusons by local tracklets filering and global tracklets asociation wth detection responses. In CVPR, 2009.
28. K Yamaguchi, A. Berg, L. Orz, and T Berg. Who are you with and where are you going? In CVPR, 2011.
29. B. Yang, C. Huang, and R Nevatia. Learning affinites and dependencies for mularget tacking usng a CRF model. In CVPR, 2011.
30. B. Yang and R. Nevatia. Multarget tacking by online earning of non-near moton patterns and robust appearance models. In CVPR, 2012.
31. A Yilmaz, O. Javed, and M. Shah. Object tacking: A survey. ACM Comput. Sur, 2006.