Learning structured visual dictionary for object tracking

Image and Vision Computing

Volumn 31, Issue 12, 2013, Pages 992-999

  Yang, Fan ^a   Lu, Huchuan ^a   Yang, Ming Hsuan ^b  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

^b Merced   (United States)

Author keywords

Appearance model; Bag of features; Geometric relationship; Keywords; Object tracking

Indexed keywords

ALGORITHMS; GEOMETRY;

APPEARANCE MODELING; BAG OF FEATURES; GEOMETRIC RELATIONSHIPS; KEYWORDS; OBJECT TRACKING;

TRACKING (POSITION);

EID: 84888112703     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2013.09.008     Document Type: Article

References (39)

1. A. Yilmaz, O. Javed, and M. Shah Object tracking: a survey ACM Comput. Surv. 38 4 2006 1 45
2. S. Avidan Support vector tracking PAMI 26 8 2004 1064 1072
3. J. Lim, D. Ross, R.-S. Lin, and M.-H. Yang Incremental learning for visual tracking NIPS 2005 793 800
4. S. Avidan Ensemble tracking CVPR 2005 494 501
5. X. Mei, and H. Ling Robust visual tracking using L1 minimization ICCV 2009
6. J. Kwon, and K.M. Lee Visual tracking decomposition CVPR 2010 1269 1276
7. B. Wu, and R. Nevatia Tracking of multiple, partially occluded humans based on static body part detection CVPR 2006 951 958
8. A. Adam, E. Rivlin, and I. Shimshoni Robust fragments-based tracking using the integral histogram CVPR 2006 798 805
9. L. Lu, and G.D. Hager A nonparametric treatment on location/segmentation based visual tracking CVPR 2007
10. X. Song, J. Cui, H. Zha, and H. Zhao Vision-based multiple interacting targets tracking via on-line supervised learning ECCV 2008 642 655
11. J. Kwon, and K.M. Lee Tracking of a non-rigid object via patch-based dynamic appearance modeling and adaptive basin hopping Monte Carlo sampling CVPR 2009 1208 1215
12. L. Cehovin, M. Kristan, and A. Leonardis An adaptive coupled-layer visual model for robust visual tracking ICCV 2011 1363 1370
13. G. Csurka, C. Dance, L. Fan, J. Willamowski, and C. Bray Visual categorization with bags of keypoints ECCV 2004
14. L. Fei-Fei, and P. Perona A Bayesian hierarchical model for learning natural scene categories CVPR 2005 524 531
15. R. Fergus, L. Fei-Fei, P. Perona, and A. Zisserman Learning object categories from Google's image search ICCV 2005 1816 1823
16. J. Sivic, and B.C. Russell Discovering object categories in image collections ICCV 2005 370 377
17. J. Winn, A. Criminisi, and T. Minka Object categorization by learned universal visual dictionary ICCV 2005 1800 1807
18. D.G. Lowe Object recognition from local scale-invariant features ICCV 1999 1150 1157
19. E. Nowak, F. Jurie, and B. Triggs Sampling strategies for bag of features image classification ECCV 2006 490 503
20. F. Yang, H. Lu, and Y.-W. Chen Bag of features tracking ICPR 2010 153 156
21. T.F. Cootes, C.J. Taylor, D.H. Cooper, and J. Graham Active shape models - their training and application CVIU 61 1 1995 38 59
22. M. Kass, A. Witkin, and D. Terzopoulos Snakes: active contour models IJCV 1 4 1988 321 331
23. T.F. Cootes, G.J. Edwards, and C.J. Taylor Active appearance models ECCV 1998 484 498
24. S. Lazebnik, C. Schmid, and J. Ponce Beyond bags of features: spatial pyramid matching for recognizing natural scene categories CVPR 2006 2169 2178
25. S. Savarese, J. Winn, and A. Criminisi Discriminative object class models of appearance and shape by correlations CVPR 2006 2033 2040
26. G. Wang, Y. Zhang, and L. Fei-Fei Using dependent regions for object categorization in a generative framework CVPR 2006 1597 1604
27. G. Hua, and Y. Wu Measurement integration under inconsistency for robust tracking CVPR 2006 650 657
28. M. Yang, and Y. Wu Granularity and elasticity adaptation in visual tracking CVPR 2008
29. M. Özuysal, V. Lepetit, F. Fleuret, and P. Fua Feature harvesting for tracking-by-detection ECCV 2006 592 605
30. M. Grabner, H. Grabner, and H. Bischof Learning features for tracking CVPR 2007
31. S. Tran, and L. Davis Robust object tracking with regional affine invariant features ICCV 2007
32. D.N. Ta, W.C. Chen, N. Gelfand, and K. Pulli SURFTrac: efficient tracking and continuous object recognition using local feature descriptors CVPR 2009 2937 2944
33. W. He, T. Yamashita, H. Lu, and S. Lao SURF tracking ICCV 2009 1586 1592
34. B. Babenko, M.-H. Yang, and S. Belongie Visual tracking with online multiple instance learning CVPR 2009 983 990
35. T. Ojala, M. Pietikainen, and T. Maenpaa Multiresolution gray-scale and rotation invariant texture classification with local binary patterns PAMI 24 7 2002 971 987
36. C. Liu, J. Yuen, A. Torralba, J. Sivic, and W. Freeman SIFT flow: dense correspondence across different scenes ECCV 2008 28 42
37. S. Belongie, and J. Malik Matching with shape contexts CBAIVL 2000 20 26
38. D. Ross, J. Lim, R.-S. Lin, and M.-H. Yang Incremental learning for robust visual tracking IJCV 77 1-3 2008 125 141
39. Z. Kalal, J. Matas, and K. Mikolajczyk P-N learning: bootstrapping binary classifiers by structural constraints CVPR 2010