Light-weight salient foreground detection with adaptive memory requirement

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2009, Pages 1245-1248

  Casares, Mauricio ^a   Velipasalar, Senem ^a  

^a UNIVERSITY OF NEBRASKA LINCOLN   (United States)

Author keywords

Background subtraction; Foreground detection; Light weight algorithm; Memory; Salient motion

Indexed keywords

BACKGROUND SUBTRACTION; FOREGROUND DETECTION; LIGHT-WEIGHT ALGORITHM; MEMORY; SALIENT MOTION;

ACOUSTICS; ALGORITHMS; SIGNAL DETECTION; SIGNAL PROCESSING;

PIXELS;

EID: 70349207223     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4959816     Document Type: Conference Paper

References (13)

1. M. Casares and S. Velipasalar, "Light-weight salient foreground detection for embedded smart cameras," Proc. of ACM/IEEE Int'l Conf. on Distributed Smart Cameras, 2008.
2. A. Elgammal, D. Harwood and L. Davis, "Non-parametric model for background subtraction," Proc. of 6th European Conf. on Computer Vision, pp. 751-767, June/July 2000.
3. 4: Real-time surveillance of people and their activities," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 8, pp. 809-830, August 2000.
4. T. Horprasert, D. Harwood and L. Davis, "A statistical approach for real-time robust background subtraction and shadow detection," Proc. of IEEE ICCV Frame-Rate Workshop, pp. 1-19, 1999.
5. T. Kanade, R. T. Collins, A. J. Lipton, P. Burt and L. Wixson, "Advances in cooperative multi-sensor video surveillance," Proc. of DARPA Image Understanding Workshop, pp. 3-24, Monterey, CA, November 1998.
6. K. Kim, T. H. Chalidabhongse, D. Harwood and L. Davis, "Real-time foreground-background segmentation using codebook model," Real-time Imaging, v. 11, no. 3, pp. 172-185, June 2005.
7. Nam T. Nguyen, S. Venkatesh, G. West and Hung H. Bui, "Multiple camera coordination in a surveillance system," ACTA Automatica Sinica, vol. 29 (3), pp. 408-422, 2003.
8. N. Oliver, B. Rosario, and A. Pentland, "A bayesian computer vision system for modeling human interactions," IEEE Trans. on PAMI, pp. 831-834, 2000.
9. I. Pavlidis, V. Morellas, P. Tsiamyrtzis and S. Harp, "Urban surveillance systems: from the laboratory to the commercial world," Proceedings of the IEEE, vol. 89, no. 10, pp. 1478-1497, October 2001.
10. P. L. Rosin and T. Ellis, "Image difference threshold strategies and shadow detection," Proc. of British Machine Vision Conf., pp. 347-356, 1995.
11. C. Stauffer and W. E. L. Grimson, "Learning patterns of activity using real-time tracking," IEEE Trans. on PAMI, vol. 22, no. 8, pp. 747-757, August 2000.
12. C. R. Wren, A. Azarbayejani, T. Darrell, and A.P.Pentland, "Pfinder: Real-time tracking of the human body," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 780-785, July 1997.
13. Z. Zivkovic, "Improved adaptive Gausian mixture model for background subtraction," Proc. of the Int'l Conf. on Pattern Recognition, pp. 28-31, 2004.