Learned probabilistic image motion models for event detection in videos

Proceedings - International Conference on Pattern Recognition

Volumn 4, Issue , 2004, Pages 207-210

  Piriou, Gwenaëlle ^a   Bouthemy, Patrick ^a   Yao, Jian Feng ^a,b  

^a CAMPUS DE BEAULIEU   (France)

^b UNIVERSITÉ DE RENNES 1   (France)

Author keywords

[No Author keywords available]

Indexed keywords

EVENT DETECTION; IMAGE MOTION MODELS; VIDEO DOCUMENTS;

DATA ACQUISITION; IMAGE ANALYSIS; INFORMATION ANALYSIS; PATTERN RECOGNITION; PROBABILITY; SEMANTICS;

IMAGE PROCESSING;

EID: 10044261768     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2004.1333740     Document Type: Conference Paper

References (9)

1. C. Biernacki, G. Celeux, and G. Govaert. Assessing a mixture model for clustering with the Integrated Completed Likelihood. IEEE Trans. on PAMI, 22(3):719-725, 2000.
2. A. Ekin, A. Tekalp, and R. Mehrotra. Automatic soccer video analysis and summarization. IEEE Int. Trans. on Image Processing, 12(7):796-807, July 2003.
3. R. Fablet, P. Bouthemy, and P. Pérez. Non-parametric motion characterization using causal probabilistic models for video indexing and retrieval. IEEE Trans. on Image Processing, 11(4):393-407, 2002.
4. A. Hanjalic. Generic approach to highlights extraction from a sport video. IEEE Int. Conf. on Image Processing, ICIP'03, Barcelona, September 2003.
5. Y.-F. Ma and H.-J. Zhang. Motion pattern-based video classification retrieval. EURASIP Journal on Applied Signal Processing, 2:199-208, March 2003.
6. J.-M. Odobez and P. Bouthemy. Robust multiresolution estimation of parametric motion models. J. of Visual Comm. and Image Repr., 6(4):348-365, Dec. 1995.
7. N. Vasconcelos and A. Lippman. Statistical models of video structure for content analysis and characterization. IEEE Trans, on Image Processing, 9(1):3-19, January 2000.
8. Y. Yacoob and J. Black. Parametrized modeling and recognition of activities. Sixth IEEE Int. Conf. on Computer Vision, Bombay, India, pages 120-127, 1998.
9. L. Zelnik-Manor and M. Irani. Event-based video analysis. IEEE Int. Conf. on Computer Vision and Pattern Recognition, Kauai, Hawaii, 2:123-130, December 2001.