Recognizing human activities

Proceedings - IEEE Conference on Advanced Video and Signal Based Surveillance, AVSS 2003

Volumn , Issue , 2003, Pages 157-162

  Masoud, O ^a   Papanikolopoulos, N ^a  

^a University of Minnesota   (United States)

Author keywords

Computer science; Hidden Markov models; Humans; IIR filters; Performance evaluation; Shape; Surveillance; Testing; Tracking; Videoconference

Indexed keywords

COMPUTER SCIENCE; HIDDEN MARKOV MODELS; IIR FILTERS; MARKOV PROCESSES; MONITORING; SPACE SURVEILLANCE; SURFACE DISCHARGES; TESTING;

ACTION RECOGNITION; ACTIVITY MONITORING; CLASSIFICATION RESULTS; DIMENSIONAL PROPERTIES; HUMANS; PERFORMANCE EVALUATION; SHAPE; VIDEOCONFERENCE;

SECURITY SYSTEMS;

EID: 34547359487     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AVSS.2003.1217916     Document Type: Conference Paper

References (12)

1. L. Campbell and A. Bobick, "Recognition of human body motion using phase space constraints," in Proc. of International Conference on Computer Vision, pp. 624-630, Cambridge, 1995.
2. C. Cedras and M. Shah, "Motion-based recognition: a survey," Image and Vision Computing, vol. 13, no. 2, pp. 129-155, March 1995.
3. J. W. Davis and A. F. Bobick, "The representation and recognition of human movement using temporal templates," in Proc. of IEEE Computer Vision and Pattern Recognition, pp. 928-934, 1997.
4. D. M. Gavrila, "The visual analysis of human movement: a survey," CVIU, vol. 73, no. 1, pp. 82-98, January 1999.
5. D. M. Gavrila and L. S. Davis, "3-D model-based tracking of humans in action: a multi-view approach," in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, pp. 73-80, San Francisco, 1996.
6. G. Halevi and D. Weinshall, "Motion of disturbances: detection and tracking of multi-body non-rigid motion," in Proc. of IEEE Conference Computer Vision and Pattern Recognition, pp. 897-902, June 1997, Puerto Rico.
7. S. Ju, M. Black, and Y. Yacoob, "Cardboard people: A parameterized model of articulated image motion," in Proc. of IEEE International Conference on Automatic Face and Gesture Recognition, pp. 38-44, Killington, 1996.
8. O. Masoud and N.P. Papanikolopoulos, "A robust real-time multi-level model-based pedestrian tracking system", in Proc. of ITS America Seventh Annual Meeting, June 1997.
9. B. Maurin, O. Masoud, and N.P. Papanikolopoulos, "Camera surveillance of crowded traffic scenes", in Proc. of ITS America Twelfth Annual Meeting, Long Beach, CA, April 2002.
10. R. Polana and R. Nelson, "Detection and recognition of periodic, nonrigid motion," International Journal of Computer Vision, vol. 23, no. 3, pp. 261-282, 1997.
11. Y. Yacoob and M. J. Black, "Parameterized modeling and recognition of activities," Journal of Computer Vision and Image Understanding, vol. 73, no. 2, pp. 232-247, 1999.
12. J. Yamato, J. Ohya, and K. Ishii, "Recognizing human action in time sequential images using Hidden Markov Model," in Proc. of IEEE Conference on CVPR, pp. 379-385, 1992.