ECE 8893: Embedded Video Surveillance Systems Readings
REQUIRED READINGS:
- [Wolf02] Wolf, W., Ozer, B., and Lv, T. "Smart Cameras as Embedded Systems," IEEE Computer, September 2002, pp. 48-53.
- [Toyama99] Kentaro Toyama, John Krumm, Barry Brumitt, Brian Meyers, "Wallflower: Principles and Practice of Background Maintenance", Seventh International Conference on Computer Vision, September 1999, Kerkyra, Greece, pp. 255-261, IEEE Computer Society Press.
(Wallflower benchmark images)
- [Yilmaz06] Yilmaz, A., Javed, O., and Shah, M., "Object Tracking: A Survey," ACM Computing Surveys, Vol. 38, No. 4, Article 13, December 2006, pp. 1-45.
- [Gentile04] Gentile, A., and Wills, S., "Portable Video Supercomputing," IEEE Transactions on Computers,, Vol. 53, No. 8, pp. 960-973, August 2004.
- [Wren97] Wren, C., Azarbayejani, A., Darrell, T., and Pentland, A., "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.
- [Viola03] Viola, P., Jones, M., and Snow, D., "Detecting Pedestrians Using Patterns of Motion and Appearance," Proc. of IEEE International Conference on Computer Vision (ICCV 2003), Nice, France, October 2003, available as Mitsubishi Electric Research Lab Technical Report. TR-2003-90 (2003). See also ICCV03 streaming video of ICCV03 presentation.
- [Sato06] Sato, K., Evans, B., and Aggarwal, J.K., "Designing an Embedded Video Processing Camera Using a 16-bit Microprocessor for a Surveillance System," Journal of VLSI Signal Processing, Vol. 42, pp. 57-68, 2006.
RECOMMENDED READINGS:
- [Cheung04] Cheung, S. and Kamath, C. "Robust techniques for background subtraction in urban traffic video," Video Communications and Image Processing, Volume 5308, pp. 881-892, SPIE Electronic Imaging, San Jose, January 2004.
- [Radke05] Radke, R., Andra, S., Al-Kofahi, O., and Roysam, B., "Image Change Detection Algorithms: A Systematic Survey," IEEE Trans. on Image Processing, Vol. 14, No. 3, pp. 294-307, March 2005.
- [Stauffer00] Stauffer, C. and Grimson, W. E. L., "Learning Patterns of Activity Using Real-Time Tracking," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, No. 8, pp. 747-757, August 2000.
- [Tian05] Tian, Y., and Hampapur, A., "Robust Salient Motion Detection with Complex Background for Real-time Video Surveillance," IEEE Computer Society Workshop on Motion and Video Computing, Breckenridge, Colorado, January 2005.
- [Yan06] Yan, F., Kostin, A., Christmas, W., and Kittler, J., "A Novel Data Association Algorithm for Object Tracking in Clutter with Application to Tennis Video Analysis," Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR06), IEEE Computer Society Press, 2006.
- [Viola01] Viola, P., and Jones M., "Rapid object detection using a boosted
cascade of simple features." Proc. of IEEE Conference on Computer
Vision and Pattern Recognition (CVPR), pp. I-511-518, 2001.
- [Efros03] Efros, A., Berg, A., Mori, G., and Malik, J., "Recognizing Action at a Distance," Proc. of IEEE International Conference on Computer Vision (ICCV), Nice, France, October 2003.See also ICCV03 streaming video of ICCV03 presentation.
Questions and comments to
Scott Wills or Linda Wills
last revised at 2:57 pm on 30 October 2007.