A probabilistic method for foreground and shadow segmentation

IEEE International Conference on Image Processing

Volumn 3, Issue , 2003, Pages 937-940

  Wang, Yang ^a   Tan, Tele ^a   Loe, Kia Fock ^b  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CAMERAS; PARAMETER ESTIMATION; PROBABILITY; RANDOM PROCESSES; SPURIOUS SIGNAL NOISE;

EDGE INFORMATION; PIXELS;

IMAGE SEGMENTATION;

EID: 0345603765     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1111/1539-6924.00371     Document Type: Conference Paper

References (8)

1. J. Besag, "On the statistical analysis of dirty pictures," J. Roy. Stat. Soc. B, vol. 48, pp. 259-302, 1986.
2. N. Friedman and S. Russell, "Image segmentation in video sequences: A probabilistic approach," Proc. 13th Conf. Uncertainty in Artificial Intelligence, pp. 175-181, 1997.
3. S. Jabri, Z. Duric, H. Wechsler, and A. Rosenfield, "Detection and location of people in video images using adaptive fusion of color and edge information," Proc. 15th International Conf. Pattern Recognition, vol. 4, pp. 627-630, 2000.
4. I. Mikic, P. C. Cosman, G. T. Kogut, and M. M. Trivedi, "Moving shadow and object detection in traffic scenes," Proc. 15th International Conf. Pattern Recognition, vol. 1, pp. 321-324, 2000.
5. J. Stauder, R. Mech, and J. Ostermann, "Detection of moving cast shadows for object segmentation," IEEE Trans. Multimedia, vol. 1, pp. 65-76, 1999.
6. C. Stauffer, and W. E. L. Grimson, "Learning patterns of activity using real-time tracking," IEEE Trans. Patt. Anal. Mach. Intel., vol. 22, pp. 747-757, 2000.
7. A. M. Tekalp, Digital Video Processing, 1995.
8. C. R. Wren, A. Azarbayejani, T. Darrell, and A. P. Pentland, "Pfinder: Real-time tracking of the human body," IEEE Trans. Patt. Anal. Mach. Intel., vol. 19, pp. 780-785, 1997.