View independent vehicle/person classification

VSSN'04 - Proceedings of the ACM Second International Workshop on Video Sureveillance and Sensor Networks

Volumn , Issue , 2004, Pages 114-123

  Brown, Lisa M ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

Digital Video Surveillance; Object Classification; Object Recognition

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; HUMAN COMPUTER INTERACTION; IDENTIFICATION (CONTROL SYSTEMS); LEARNING SYSTEMS; MOTION ESTIMATION; OBJECT RECOGNITION; VIDEO CAMERAS;

DIGITAL VIDEO SURVEILLANCE; FEATURE-BASED CLASSIFICATION; MOVING OBJECTS; OBJECT CLASSIFICATION; SKIN COLOR DETECTION;

CLASSIFICATION (OF INFORMATION);

EID: 14944357970     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1026799.1026819     Document Type: Conference Paper

References (18)

1. Mohan, C. Papageorgiu, and T. Poggio, "Example-Based Object Detection in Images by Components," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 23, no. 4, pp. 349-361, April 2001.
2. A. Utsumi and N. Tetsutani, "Human Detection Using Geometrical Pixel Value Sructures," in Proc.of Fifth Int'l Conf on Automatic Face and Gesture Recognition. Washington, DC, May 2002, pp. 39-44.
3. K. Uchida, Y. Shirai, and N. Shimada, "Probabistic Method of Real-Time Person Detection Using Color Image Sequences," in Int'l Conf on Intelligent Robots and Systems. Maui, HI, Oct 29 - Nov 3, 2001, pp. 1983-1988.
4. I. Haritaoglu, D. Harwood, and L. Davis, "W4: Real-Time Surveillance of People and Their Activities," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 22, no. 8, pp. 809-830, August 2000.
5. E. Rivlin, M. Rudzsky, R. Goldenberg, U. Bobomolov, and S. Lepchev, "A Real-Time System for Classification of Moving Objects," in Proc. 16th Int'l Conf. on Pattern Recognition. Quebec City, Quebec, Aug 11-15, 2002, Vol. 3, pp. 688-91.
6. A. Senior, A. Hampapur, Y.-L. Tian, L. Brown, S. Pankanti, and R. Bolle, "Appearance Models for Occlusion Handling," in Proc.2nd IEEE Int'l Workshop on Performance Evaluation of Tracking in Surveillance. Kauai, HI, Dec 9, 2001.
7. Lipton, H. Fujiyoshi, and R. Patil, "Moving Target Classification and Tracking from Real-Time Video," in Proc. Fourth IEEE Workshop on Applications of Computer Vision, 1998.
8. Q. Zhou and J. Aggarwal, "Tracking and Classifying Moving Objects from Video," in Proc. 2nd IEEE Int'l Workshop on Performance Evaluation of Tracking in Surveillance, Dec 9, 2001.
9. O. Javed and M. Shah, "Tracking and Object Classification for Automated Surveillance," in Proc Seventh European Conference on Computer Vision. Copenhagen, Denmark, May 28-31, 2002, Vol. Part IV, pp. 343-357.
10. T. Zhao, R. Nevatia, and L. Fengjun, "Segmentation and Tracking of Multiple Humans in Complex Situations," in IEEE Conf. on Computer Vision and Pattern Recognition. Hilton Head Island, SC, June 13-15, 2000, Vol. II, pp. 194-201.
11. R.T. Collins, et al., "A System for Video Surveillance and Monitoring," CMU-RI-TR-00-12, VSAM Final Report, Carnegie Mellon University 2000.
12. Stauffer, C., et al., "Robust Automated Planar Normalization of Tracking Data," Proc. Joint IEEE Int'l Workshop on VS-PETS, Nice, France, p1-8, October 11-12, 2003.
13. Bose, B. & Grimson, E., "Learning to Use Scene Context for Object Classification in Surveillance," Proc. Joint IEEE Int'l Workshop on VS-PETS, Nice, France, p94-101, October 11-12, 2003.
14. F. Lv, T. Zhao, and R. Nevatia, "Self-Calibration of a Camera from Video of a Walking Human," in Proc. 16th Int'l Conf. on Pattern Recognition, August 2002, Vol. I, pp. 562-7.
15. Bose, B. & Grimson, E., "Ground Plane Rectification by Tracking Moving Objects," VS-PETS 2003.
16. Connel, J. et al., "Detection and Tracking in the IBM People Vision System," ICME 2003.
17. Cox, N. "Analysing circular data in Stata," NASUG, Boston, MA, March 2001.
18. Hampapur, A., et al., "IBM Smart Surveillance System," IEEE Computer Vision and Pattern Recognition, Demonstration, Washington, DC, June 28-30, 2004.