Similarity based vehicle trajectory clustering and anomaly detection

Proceedings - International Conference on Image Processing, ICIP

Volumn 2, Issue , 2005, Pages 602-605

  Fu, Zhouyu ^a,b   Hu, Weiming ^a   Tan, Tieniu ^a  

^a INSTITUTE OF AUTOMATION   (China)

^b AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ANOMALY DETECTION; GROUP TRAJECTORIES; HIERARCHICAL CLUSTERING; SPECTRAL CLUSTERING;

FUZZY SETS; HIERARCHICAL SYSTEMS; IMAGE PROCESSING; VEHICLES;

TRACKING (POSITION);

EID: 33749645473     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2005.1530127     Document Type: Conference Paper

References (8)

1. N. Johnson, D.C. Hogg, "Learning the Distribution of Object Trajectories for Event Recognition," British Machine Vision Conference, 1995
2. Dimitrios Makris, Tim Ellis, "Path Detection in Video Surveillance," Image and Vision Computing, 20(12):895-903, 2002
3. J. Owens, A. Hunter, "Application of the Self-Organizing Map to Trajectory Classification," IEEE Intĺ Workshop on Visual Surveillance, 2000
4. Weiming Hu, Dan Xie, Tieniu Tan, Steve Maybank, "Learning Activity Patterns Using Fuzzy SelfOrganizing Neural Network," IEEE Trans. Systems, Man and Cybernetics - Part B, 34(3):1618-1626, 2004
5. Dan Xie, Weiming Hu, Tieniu Tan, Junyi Peng, "A Multi-Object Tracking System for Surveillance Video Analysis," Intĺ Conf. Pattern Recognition, 2004
6. Imran N. Junejo, Omar Javed, Mubarak Shah, "Multi Feature Path Modeling for Video Surveillance," Intĺ Conf. Pattern Recognition, 2004
7. Andrew Y. Ng, Michael I. Jordan, Yair Weiss, "On Spectral Clustering: Analysis and an algorithm," Neural Info. Processing Systems, 2001.
8. X. Xie, G. Beni, "A Validity Measure for Fuzzy Clustering," IEEE Trans. Pattern Analysis and Machine Intelligence, 13(8):841-847, 1991