An efficient video classification system based on HMM in compressed domain

ICICS-PCM 2003 - Proceedings of the 2003 Joint Conference of the 4th International Conference on Information, Communications and Signal Processing and 4th Pacific-Rim Conference on Multimedia

Volumn 3, Issue , 2003, Pages 1546-1550

  Haoran, Yi ^a   Rajan, Deepu ^a   Liang Tien, Chia ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR; HIDDEN MARKOV MODELS; MARKOV PROCESSES; MAXIMUM LIKELIHOOD; MOTION PICTURE EXPERTS GROUP STANDARDS; MULTIMEDIA SIGNAL PROCESSING;

COLOR DESCRIPTORS; COLOR HISTOGRAM; COMPRESSED DOMAIN; MAXIMUM LIKELIHOOD CLASSIFICATIONS; MOTION FEATURES; TEMPORAL DIMENSIONS; VIDEO CLASSIFICATION; VIDEO SEQUENCES;

SIGNAL PROCESSING;

EID: 84945970202     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICS.2003.1292726     Document Type: Conference Paper

References (7)

1. Hauptmannn A. G. and Witbrock M. J., "Story segmentation and detection of commercials in broadcast news video," in Proc. of Advances in Digital Libraries Conference, Santa Barbara, CA, 1998.
2. Zhou W-S, Vellaikal A., and Kuo C.C.J, "Rule-based video classification system for basketball video indexing," in Proc. of ACM multimedia workshop, 2000, pp. 213-216.
3. Wei G., Agnihotri L., and Dimitrova N., "Tv program classification based on face and text processing," in Proc. of IEEE multimedia and Expo, New York, 2000.
4. Cheng Lu, Mark S. Drew, and James Au, "An automatic video classification system based on a combination of hmm and video summarization," International Journal of Smart Engineering System Design, vol. 5, no. 1, pp. 33-45, 2003.
5. Huang J., Liu Z., and Wang Y., "Joint video scene segmentation and classification based on hidden markov model," in Proc. of Advances in Digital Libraries Conference, Santa Barbara, CA, 1998.
6. L. Rabiner, "A tutorial on hidden markov models and selected applications in speech recognition," Proc. of IEEE, vol. 77, no. 2, February 1989.
7. Drew M. S., Wei. J., and Li Z. N., "Illumination-invariant image retrieval and video segmentaion," Pattern Recognition, vol. 32, pp. 1369-1388, 1999.