A graph-based foreground representation and its application in example based people matching in video

Proceedings - International Conference on Image Processing, ICIP

Volumn 5, Issue , 2007, Pages

  Patwardhan, Kedar A ^a   Sapiro, Guillermo ^a   Morellas, Vassilios ^b  

^a University of Minnesota   (United States)

^b UNIVERSITY OF MINNESOTA   (United States)

Author keywords

Image analysis; Image matching; Machine vision; Video

Indexed keywords

CAMERAS; COMPUTER VISION; GRAPHIC METHODS; IMAGE ANALYSIS; IMAGE MATCHING; TARGET TRACKING; VIDEO CAMERAS;

COARSE SEGMENTATION; CORRESPONDING VERTICES; GRAPH REPRESENTATION; ITS APPLICATIONS; MULTI-CAMERAS; MULTIPLE CAMERAS; PEOPLE DETECTION; VIDEO;

IMAGE PROCESSING;

EID: 48149110510     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2007.4379759     Document Type: Conference Paper

References (17)

1. X. Ren and J. Malik, "Learning a classification model for segmentation," in ICCV '03: Proceedings of the Ninth IEEE International Conference on Computer Vision, Washington, DC, USA, 2003, p. 10, IEEE Computer Society.
2. I. Haritaoglu, D. Harwood, and L. S. Davis, "Hydra: Multiple people detection and tracking using silhouettes," in Proceedings of the Second IEEE Workshop on Visual Surveillance, 1999, p. 6.
3. S. McKenna, S. Jabri, Z. Duric, and A. Rosenfeld, "Tracking groups of people," Computer Vision and Image Understanding, vol. 80, pp. 42-56, 2000.
4. S. Savarese, J. Winn, and A. Criminisi, "Discriminative object class models of appearance and shape by correlatons," in CVPR '06, 2006, pp. 2033-2040.
5. C. Richard Wren, A. Azarbayejani, T. Darrell, and Alex Pentland, "Pfinder: Real-time tracking of the human body," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 780-785, 1997.
6. A. Elgammal and L. S. Davis, "Probabilistic framework for segmenting people under occlusion," in In Proc. of IEEE 8th International Conference on Computer Vision, 2001, pp. 145-152.
7. J. Lim and D. Kriegman, "Tracking humans using prior and learned representations of shape and appearance," in IEEE International Conference on Automatic Face and Gesture Recognition, Los Alamitos, CA, USA, 2004, vol. 00, p. 869, IEEE Computer Society.
8. L. Sigal, B. Sidharth, S. Roth, M. Black, and M. Isard, "Tracking loose-limbed people," in IEEE Conf. On Computer Vision And Pattern Recognition, 2004.
9. X. Lan and D. P. Huttenlocher, "A unified spatio-temporal articulated model for tracking," in IEEE Conf. On Computer Vision And Pattern Recognition, 2004, vol. 01, pp. 722-729.
10. D. Farin, P. de With, and W. Effelsberg, "Recognition of userdefined video object models using weighted graph homomorphisms," in SPIE Image and Video Communications and Processing, jan 2003.
11. P. E. Felzenszwalb and D. P. Huttenlocher, "Efficient graph-based image segmentation," Int. J. Comput. Vision, vol. 59, no. 2, pp. 167-181, 2004.
12. K. A. Patwardhan, G. Sapiro, and V. Morel-las, "A pixel layering framework for robust foreground detection in video," Under Review, http://www.tc.umn.edu/~patw0007/videolayers/index.html, June 2006.
13. C. Yang, R. Duraiswami, N. Gumerov, and L. Davis, "Improved fast gauss transform and efficient kernel density estimation," in Int'l Conf. Computer Vision, 2003, pp. 464-471.
14. D. G. Lowe, "Object recognition from local scale-invariant features," in Proc. of the International Conference on Computer Vision, 1999, pp. 1150-1157.
15. T. Kailath, "The divergence and bhattacharyya distance measures in signal selection," IEEE Transactions on Communications, vol. 15, no. 1, pp. 52- 60, Feb 1967.
16. F. Porikli, O. Tuzel, and P. Meer, "Covariance tracking using model update based on lie algebra," in CVPR '06: Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2006, pp. 728-735.
17. A. Vedaldi, "Sift++ : http://vision.ucla.edu/~vedaldi/code/siftpp/ siftpp.html," 2006.