Online robust image alignment via iterative convex optimization

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

Volumn , Issue , 2012, Pages 1808-1814

  Wu, Yi ^a,b   Shen, Bin ^c   Ling, Haibin ^a  

^a Temple University   (United States)

^b NANJING UNIVERSITY OF INFORMATION SCIENCE AND TECHNOLOGY   (China)

^c Purdue University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALIGNMENT ALGORITHMS; BASIS SETS; IMAGE ALIGNMENT; IMAGE BASIS; IMAGE SEQUENCE; IMAGE SETS; LARGE IMAGES; LOW-RANK DECOMPOSITION; REAL-TIME TASKS; STATE-OF-THE-ART METHODS; TIME EFFICIENCIES; TRACKING PROCESS; VISUAL TRACKING; WELL-ALIGNED;

ALIGNMENT; COMPUTER VISION; CONVEX OPTIMIZATION; ITERATIVE METHODS; TRACKING (POSITION);

IMAGE RECONSTRUCTION;

EID: 84866646401     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2012.6247878     Document Type: Conference Paper

References (23)

1. B. Babenko, M. Yang, and S. Belongie. "Visual Tracking with Online Multiple Instance Learning", in CVPR, 2009. 5
2. D. Bertsekas, Nonlinear Programming, Athena Scientific, 2004. 3
3. M. J. Black and A. D. Jepson. "Eigentracking: Robust matching and tracking of articulated objects using view-based representation", IJCV, 26:63-84, 1998. 5
4. M. Cox, S. Lucey, S. Sridharan, and J. Cohn. "Least squares congealing for unsupervised alignment of images", in CVPR, 2008. 1
5. B.J.Frey and N. Jojic. "Transformation-invariant clustering using the EM algorithm", PAMI, 25(1):1-17, 2003. 1
6. H. Grabner, M. Grabner, and H. Bischof. "Real-time tracking via online boosting", in BMVC, 2006. 5
7. G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller. "Labeled faces in the wild: A database for studying face recognition in unconstrained environments", in The ECCV Workshop on Faces in Real- Life Images, 2008. 4
8. J. Huang, X. Huang, and D. Metaxas, "Simultaneous Image Transformation and Sparse Representation Recovery," in CVPR, 2008. 1
9. J. Kwon and K. M. Lee. "Visual Tracking Decomposition", in CVPR, 2010. 5
10. E. Learned-Miller. "Data driven image models through continuous joint alignment", PAMI, 28(2):236-250, 2006. 1
11. H. Li, C. Shen, and Q. Shi. "Real-time Visual Tracking Using Compressive Sensing", in CVPR, 2011. 5
12. Z. Lin, A. Ganesh, J. Wright, L. Wu, M. Chen, and Y. Ma. "The Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices", UIUC Technical Report UILUENG-09-2214, 2010. 3
13. B. Liu, L. Yang, J. Huang, P. Meer, L. Gong, and C. Kulikowski. "Robust and fast collaborative tracking with two stage sparse optimization", in ECCV, 2010. 5
14. X. Mei and H. Ling. "Robust Visual Tracking and Vehicle Classification via Sparse Representation", PAMI, 33(11):2259-2272, 2011. 3, 5
15. 1 Tracker with Occlusion Detection", in CVPR, 2011. 5
16. Y. Peng, A. Ganesh, J. Wright, W. Xu, and Y. Ma. "RASL: Robust Alignment by Sparse and Low-rank Decomposition for Linearly Correlated Images", PAMI, 2012, in press. 1, 2, 3, 5
17. D. A. Ross, J. Lim, R. Lin and M. Yang. "Incremental learning for robust visual tracking", IJCV, 77:125-141, 2008. 5
18. A. Vedaldi, G. Guidi, and S. Soatto. "Joint alignment up to (lossy) transforamtions", in CVPR, 2008. 1
19. A. Wagner, J. Wright, A. Ganesh, Z. Zhou, and Y. Ma. "Towards a Practical Face Recognition System: Robust Registration and Illumination via Sparse Representation", in CVPR, 2009. 3
20. J. Wright, A. Y. Yang, A. Ganesh, S. S. Sastry, and Y. Ma. "Robust Face Recognition via Sparse Representation", PAMI, 31(1):210-227, 2009. 3
21. Y. Wu, J. Cheng, J. Wang, H. Lu, J. Wang, H. Ling, E. Blasch, and L. Bai. "Real-time Probabilistic Covariance Tracking with Efficient Model Update", T-IP, 2012, in press. 5
22. Y. Wu, H. Ling, J. Yu, F. Li, X. Mei, and E. Cheng. "Blurred Target Tracking by Blur-driven Tracker", in ICCV, 2011. 5
23. Z. Zhang, A. Ganesh, X. Liang and Y. Ma. "TILT: Transform Invariant Low-rank Textures", IJCV, 2012, in press. 3