A knowledge-based approach for detecting unattended packages in surveillance video

Proceedings - IEEE International Conference on Video and Signal Based Surveillance 2006, AVSS 2006

Volumn , Issue , 2006, Pages 110-

  Lu, Sijun ^a,b   Zhang, Jian ^a,b   Feng, David ^b,c  

^a CSIRO   (Australia)

^b UNIVERSITY OF SYDNEY   (Australia)

^c HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); FORMAL LOGIC; OBJECT RECOGNITION;

HEAVY OCCLUSIONS; HUMAN ACTIVITY RECOGNITION; UNATTENDED PACKAGE EVENTS;

SURVEILLANCE RADAR;

EID: 34547327586     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AVSS.2006.6     Document Type: Conference Paper

References (9)

1. M. Spengle and B. Schile, "Automatic Detection and Tracking of Unattended Objects", IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (VS-PETS'03), Nice, France, 2003.
2. C. Sacchi and C. S. Regazzoni, "A Distributed Surveillance System for Detection of Unattended Objects in Unmanned Railway Environments", IEEE Transactions on Vehicular Technology, vol. 49, No 5, September 2000.
3. Y. Tian, M. Lu and A. Hampapur, "Robust and Efficient Foreground Analysis for Real-time Video Surveillance", IEEE International Conference on Computer Vision and Pattern Recognition, San Diego, 2005.
4. M. Beynon, D. Hook, M. Seibert and A. Peacock, "Detecting Unattended Packages in a Multi-camera Video Surveillance System", in Proceedings of IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS'03), Pages 221-228, 2003
5. V. D. Shet, D. Harwood, L. S. Davis, "VidMAP: Video Monitoring of Activity with Prolog", IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS'05), Como, Italy, September 2005
6. S. Lu, J. Zhang, and D. Feng, "Classification of Moving Humans Using Eigen-Features and Support Vector Machines", International Conference on Computer Analysis of Images and Patterns (CAIP2005), France, September 2005.
7. S. Lu, J. Zhang, and D. Feng, "Detecting Unattended Packages through Human Activity Recognition and Object Association", Asia-Pacific Workshop on Visual Information Processing, Hong Kong, China, December 2005.
8. L.R. Rabiner and B. H. Juang, "An Introduction to Hidden Markov Models", IEEE ASSP MAGAZINE, pp. 4-16, Jan 1986
9. Y.A. Ivanov and A. F. Bobick, "Recognition of Visual Activities and Interactions by Stochastic Parsing", IEEE Transaction of Pattern Analysis and Machine Intelligence, vol. 22, No. 8, August 2000.