Feature selection for unsupervised discovery of statistical temporal structures in video

IEEE International Conference on Image Processing

Volumn 1, Issue , 2003, Pages 29-32

  Xie, Lexing ^a   Chang, Shih Fu ^a   Divakaran, Ajay ^b   Sun, Huifang ^b  

^a Columbia Univeristy ^*  (United States)

^b MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS (HMM); TEMPORAL VARIABLES MEASUREMENT;

ALGORITHMS; COMPUTATIONAL METHODS; CORRELATION METHODS; FEATURE EXTRACTION; HIERARCHICAL SYSTEMS; INFORMATION ANALYSIS; LEARNING SYSTEMS; MARKOV PROCESSES; MONTE CARLO METHODS; SET THEORY;

VIDEO SIGNAL PROCESSING;

EID: 0345529043     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. L. Xie, S.-F. Chang, A. Divakaran, and H. Sun, "Unsupervised discovery of multilevel statistical video structures using hierarchical hidden Markov models," in Intentional Conference on Multimedia and Expo (ICME), (Baltimore, MD), July 2003.
2. D. Koller and M. Sahami, "Toward optimal feature selection," in International Conference on Machine Learning, pp. 284-292, 1996.
3. E. P. Xing and R. M. Karp, "Cliff: Clustering of high-dimensional microarray data via iterative feature filtering using normalized cuts." in Proceedings of the Ninth International Conference on Intelligence Systems for Molecular Biology (ISMB), pp. 1-9, 2001.
4. S. Fine, Y. Singer, and N. Tishby, "The hierarchical hidden Markov model: Analysis and applications," Machine Learning, vol. 32. no. 1, pp. 41-62, 1998.
5. L. Xie, S.-F. Chang, A. Divakaran. and H. Sun, "Learning hierarchical hidden Markov models for video structure discovery," Tech. Rep. 2002-006, ADVENT Group, Columbia Univ., http://www.ee.columbia.edu/dvmm/, December 2002.
6. A. K. Jain, M. N. Murty, and P. J. Flynn, "Data clustering: a review," ACM Computing Surveys, vol. 31, no. 3, pp. 264-323, 1999.