Human activity recognition for video surveillance

Proceedings - IEEE International Symposium on Circuits and Systems

Volumn , Issue , 2008, Pages 2737-2740

  Lin, Weiyao ^a   Sun, Ming Ting ^a   Poovandran, Radha ^a   Zhang, Zhengyou ^b  

^a University of Washington   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FORESTRY; PHOTOGRAPHY; TECHNICAL PRESENTATIONS; VIDEO RECORDING;

HUMAN ACTIVITIES; INTERNATIONAL SYMPOSIUM; VIDEO FRAMES;

MATHEMATICAL MODELS;

EID: 51749108397     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2008.4542023     Document Type: Conference Paper

References (13)

1. P. Harmo, T. Taipalus, J. Knuuttila, J. Wallet and A. Halme, "Needs and Solutions- Home Automation and Service Robots for the Elderly and Disabled," Int'l Conf. Intelligent Robot, Systems, pp. 3201-3206, 2005.
2. P. Viola, M. Jones and D. Snow, "Detecting Pedestrians Using Patterns of Motion and Appearance," Int'l Journal of Computer Vision, vol. 63, pp. 153-161, 2005.
3. L. Zelnik-Manor and M. Irani, "Event-based Video Analysis," Proc. IEEE Conf.CVPR, vol. 2, pp. 123-130, 2001.
4. H. Zhong, J. Shi, and M. Visontai, "Detecting Unusual Activity in Video," Proc. IEEE Conf. CVPR, vol. 2, pp. 819-826, 2004.
5. D. Zhang, D. Gatica-Perez, S. Bengio and I. McCowan, "Semi- supervised adapted HMMs for unusual event detection," CVPR, 2005.
6. F. Lv, J. Kang, R. Nevatia, I. Cohen and G. Medioni, "Automatic Tracking and Labeling of Human Activities in a Video Sequence," Int'l Workshop on Performance Evaluation of Tracking and Surveillance, 2004.
7. P.C. Ribeiro and J. Santos-Victor, "Human Activity Recognition from Video: modeling, feature selection and classification architecture," Int'l Workshop on Human Activity Recognition and Modeling, pp. 61-70, 2005.
8. T.V. Duong, H.H. Bui, D.Q. Phung and S. Venkatsh, "Activity recognition and abnormality detection with the switching hidden semi-Markov model," IEEE Conf.CVPR, vol. 1, pp. 838-845, 2005.
9. D. Ayers and M. Shah, "Monitoring Human Behavior from Video Taken in an Office Environment," Image and Vision Computing, vol. 19, pp. 833-846, 2001.
10. CAVIAR Project, http://homepages.inf.ac.uk/brf/CAVIAR/
11. D. A. Reynolds, T. F. Quatieri, and R. B. Dunn, "Speaker verification using adapted gaussian mixture models," Digital Signal Processing, vol. 10, pp. 19-41, 2000.
12. A. Qamra, Y. Meng and E.Y. Chang, "Enhanced perceptual distance functions and indexing for image replica recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 2, no. 3, pp. 379-391, 2005.
13. B. Li, E. Chang, C.T. Wu, "DPF-a perceptual distance function for image retrieval", Int'l Conf. Image Processing, vol. 2, pp. 597-600, 2002.