An efficient object segmentation algorithm with dynamic and selective background updating and shadow removal

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2006, Pages 2393-2396

  Xu, Li Qun ^a  

^a MARTLESHAM HEATH   (United Kingdom)

Author keywords

Adaptive modelling; Object segmentation; Pixel classification; Shadow removal; Video surveillance

Indexed keywords

ADAPTIVE MODELLING; OBJECT SEGMENTATION; PIXEL CLASSIFICATION; SHADOW REMOVAL; VIDEO SURVEILLANCE;

ALGORITHMS; IMAGE COMPRESSION; IMAGE SEGMENTATION; IMAGING SYSTEMS; MONITORING; MOTION ESTIMATION; PIXELS; TRACKING (POSITION); VIDEO RECORDING;

SECURITY SYSTEMS;

EID: 77955412441     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2006.312944     Document Type: Conference Paper

References (11)

1. R. Cucchiara, C. Grana, M. Piccardi, and A. Prati, "Detecting moving objects, ghosts, and shadows in video streams," IEEE Trans. on PAMI, 25(10), 1337-1342, 2003.
2. A. Elgammal, R. Duraiswami, D. Harrwood, L.S. Davis, "Background and foreground modeling using nonparametric Kernel density estimation for visual surveillance," Proc. of the IEEE, 90(7), 1151-1163, 2002.
3. I. Haritaoglu, D. Harwood, and L.S. Davis, "W4: Real-time surveillance of people and their activities," IEEE Trans. on PAMI, 22(8), 809-830, 2000.
4. M. Harville, G. Gordon, and J. Woodfill, "Foreground segmentation using adaptive mixture models in color and depth," Proc. of IEEE Events Workshop, 2001.
5. T. Horprasert, D. Harwood, and L.S. Davis, "A statistical approach for real-time robust background subtraction and shadow detection," Proc. of IEEE ICCV'99 Frame-Rate Workshop, 1999.
6. S.J. McKenna, S. Jabri, Z. Duric, A. Rosenfeld, H. Wechsler, "Tracking groups of people," CVIU, 80(1), 42-56, October 2000.
7. E. Salvador, A. Cavallaro, and T. Ebrahimi, "Spatio-temporal shadow segmentation and tracking," Proc. of VCIP 2003.
8. C. Stauffer, W.E.L. Grimson, "Learning patterns of activity using real-time tracking," IEEE Trans. on PAMI, 22(8), 2000.
9. E. Trucco and A. Verri, Introductory Techniques for 3-D Computer Vision, Chapter 4, New Jersey, Prentice Hall, 1998.
10. C.R. Wren, et al, "Pfinder: Real-time tracking of the human body," IEEE Trans. on PAMI, 19(7), 780-785, 1997. (Pubitemid 127762271)
11. L.-Q. Xu and P. Puig, "A hybrid blob- and appearance-based framework for multi-object tracking through complex occlusions," Proc. of IEEE Joint VS-PETS Workshop, Beijing, October 2005.