Video mining: Pattern discovery versus pattern recognition

Proceedings - International Conference on Image Processing, ICIP

Volumn 4, Issue , 2004, Pages 2379-2382

  Divakaran, Ajay ^a   Peker, Kadir A ^a   Chang, Shih Fu ^b   Radhakrishnan, Regunathan ^a   Xie, Lexing ^b  

^a MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

^b Columbia University ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO CLASSIFICATION; FEATURE SELECTION; HIDDEN MARKOV MODELS (HMM); VIDEO MINING;

ALGORITHMS; COMPUTATIONAL COMPLEXITY; HIERARCHICAL SYSTEMS; IMAGE COMPRESSION; MARKOV PROCESSES; MULTIMEDIA SYSTEMS; PATTERN RECOGNITION;

DATA MINING;

EID: 20444494367     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2004.1421579     Document Type: Conference Paper

References (6)

1. Video Mining, eds. A. Rosenfeld, D. Doermann and D. DeMenthon, Kluwer Academic Publishers, 2003.
2. A. Divakaran, K. A. Peker, R. Radhakrishnan, Z. Xiong, R. Cabasson, "Video Sumarization using MPEG-7 Motion Activity and Audio Features," Video Mining, eds. A. Rosenfeld, D. DoDoermann and D. DeMenthon, Kluwer Academic Publishers, 2003.
3. L. Xie, S-F. Chang, A. Divakaran and H. Sun, "Unsupervised Mining of Statistical Temporal Structures in Video," Video Mining, eds. A. Rosenfeld, D. Doermann and D. DeMenthon, Kluwer Academic Publishers, 2003.
4. L. Xie, S. Chang, A. Divakaran, and H. Sun, "Structure Analysis of Soccer Video with Hidden Markov Models," Proc. ICASSP. IEEE Int'l Conference on Acoustics, Speech and Signal Processing (ICASSP), Orlando, FL, May 2002.
5. R.Regunathan, Z. Xiong, A. Divakaran, Y. Ishikawa, "Generation of sports highlights using a combination of supervised and unsupervised learning in the audio domain," ICICS-PCM Conference, Singapore 2003.
6. A. Divakaran, K. Miyahara, K. A. Peker, R. Radhakrishnan, Ziyou Xiong, "Video Mining using combinations of unsupervised and supervised learning techniques," Special Session on Video Mining, SPIE Electronic Imaging Conference on Storage and Retrieval for Media Databases, San Jose, CA, January 2004.