Automatic statistical object detection for visual surveillance

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation

Volumn 2006, Issue , 2006, Pages 144-148

  Tavakkoli, Alireza ^a   Nicolescu, Mircea ^a   Bebis, George ^a  

^a University of Nevada   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIERS; COLOR IMAGE PROCESSING; PROBABILITY DENSITY FUNCTION; ROBUSTNESS (CONTROL SYSTEMS); TRACKING (POSITION); VISUALIZATION;

DENSITY ESTIMATION; FOREGROUND OBJECTS; MULTIVARIATE KERNEL DENSITY; NOISE ROBUSTNESS;

OBJECT RECOGNITION;

EID: 33751030556     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. A. Elgammal, R. Duraiswami, D. Harwood, and L. Davis. Background and foreground modeling using nonparametric kernel density estimation for visual surveillance. Proceedings of the IEEE, 90:1151-1163., 2002.
2. N. Friedman and S. Russell. Image segmentation in video sequences: A probabilistic approach. Annual Conference on Uncertainty in Artificial Intelligence, pages 175-181, 1997.
3. D. Koller, J. W. adn T. Huang, J. Malik, G. Ogasawara, B. Rao, and S. Russel. Towards robust automatic traffic scene analysis in real-time. ICPR, 1:126-131, October 1994.
4. D.-S. Lee. Effective gaussian mixture learning for video background subtraction. IEEE Transactions on PAMI, 27(5):827-832, May 2005.
5. L. Li, W. Huang, I. Gu, and Q. Tian. Statistical modeling of complex backgrounds for foreground object detection. IEEE Trans. on Image Processing., 13(11):1459-1472, November 2004.
6. R. Pless, J. Larson, S. Siebers, and B. Westover. Evaluation of local models of synamic backgrounds. In proceedings of the CVPR, 2:73-78, June 2003.
7. C. Stauffer and W. Grimson. Learning patterns of activity using real-time tracking. IEEE Transactions on PAMI, 22(8):747-757, August 2000.
8. K. Toyama, J. Krumm, B. Brumitt, and B. Meyers. Wallflower: principels and practive of background maintenance. In proceedings of ICCV, 1:255-261, September 1999.
9. C. Wern, A. Azarbayejani, T. Darrel, and A. Petland. Pfinder: real-time tracking of human body. IEEE Transactions on PAMI, 19(7):780-785, July 1997.