Video based online behavior detection using probabilistic multi stream fusion

Proceedings - International Conference on Image Processing, ICIP

Volumn 2, Issue , 2005, Pages 603-606

  Arsić, Dejan ^a   Wallhoff, Frank ^a   Schuller, Björn ^a   Rigoll, Gerhard ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ONLINE SYSTEMS; PATTERN RECOGNITION; PROBABILISTIC LOGICS; RELIABILITY THEORY; ROBUSTNESS (CONTROL SYSTEMS);

BAYESIAN NETWORKS; MULTI STREAM FUSION; UNCONSTRAINED ENVIRONMENTS;

VIDEO SIGNAL PROCESSING;

EID: 33749589440     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2005.1530128     Document Type: Conference Paper

References (9)

1. H. Rowley, S. Baluja, and Takeo Kanade, "Neural network-based face detection," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 1, pp. 23-38, Jan. 1998.
2. M. Isard and A. Blake, "Condensation - conditional density propagation for visual tracking," International Journal of Computer Vision, vol. 29(1), pp. 5-28, 1998.
3. F. Wallhoff, M. Zobl, G. Rigoll, and I. Potucek, "Face tracking in meeting room scenarios using omnidirectional views," Proceedings Intern. Conference on Pattern Recognition (ICPR), vol. 4, pp. 933-936, Aug. 2004.
4. M. Zobl, F. Wallhoff, and G. Rigoll, "Action recognition in meeting scenarios using global motion features," in Proceedings Fourth IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS-ICVS), Graz Austria, Mar. 2003, pp. 32-36.
5. A. Kapoor and R. Picard, "Real-time, fully automatic upper facial feature tracking," in Proceedings from 5th International Conference on Automatic Face and Gesture Recognition, Cambridge, May 2002.
6. B. Schoelkopf, "Support vector learning," Neural Information Processing Systems, 2001.
7. E. Charniak, "Bayesian networks without tears: making bayesian networks more accessible to the probabilistically unsophisticated," AI Magazine, vol. 12, no. 4, pp. 50-63, 1991.
8. B. Schuller, G. Rigoll, and M. Lang, "Speech emotion recognition combining acoustic features and linguistic information in a hybrid support vector machine belief network architecture," in Proceedings IEEE Intern. Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2004, vol. 1, pp. 577-580.
9. D. Arsic, F. Wallhoff, B. Schuller, and G. Rigoll, "Vision-based online multi-stream behavior detection applying bayesian networks," in Proceedings 6th International Conference on Multimedia and Expo ICME 2005, Amsterdam, July 2005.