An automatic system for real-time video-genres detection using high-level-descriptors and a set of classifiers

Proceedings of the International Symposium on Consumer Electronics, ISCE

Volumn , Issue , 2008, Pages

  Glasberg, Ronald ^a   Schmiedeke, Sebastian ^a   Kelm, Pascal ^a   Sikora, Thomas ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

Author keywords

Classifier combination; Genre detection; High level descriptors

Indexed keywords

AUDIO ACOUSTICS; CLASSIFICATION (OF INFORMATION); CLASSIFIERS; COMPUTER NETWORKS; DIGITAL TELEVISION; LEARNING SYSTEMS; MOTION PICTURE EXPERTS GROUP STANDARDS; PHOTOGRAPHY; TECHNICAL PRESENTATIONS; TELEVISION BROADCASTING; VIDEO RECORDING;

CLASSIFIER COMBINATION; GENRE-DETECTION; HIGH-LEVEL DESCRIPTORS; INTERNATIONAL SYMPOSIUM;

CONSUMER ELECTRONICS;

EID: 51549089402     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCE.2008.4559449     Document Type: Conference Paper

References (16)

1. T. Sikora, P. Salembier and B.S. Manjunath, "Introduction to MPEG-7: Multimedia Content Description Interface," John Wiley LTD, ISBN 0471486787, 2002.
2. M. Roach, J. S. Mason, and M. Pawlewski, "Motion-based classification of cartoons," in Proceedings of the International Symposium on Intelligent Multimedia, Video and Speech Processing, Mai 2001, pp. 146-149.
3. T. I. Ianeva, A. P. de Vries, and H. Röhrig, "Detecting cartoons: A case study in automatic video-genre classification," in Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), vol. 1, Jul. 2003, pp. 449-452.
4. R. Glasberg, A. Samour, K. Elazouzi, and T. Sikora, "Cartoon recognition using video & audio descriptors," in Proceedings of the European Signal Processing Conference (EUSIPCO), 2005.
5. S. Marlow, D. A. Sadlier, et al. "Audio and video processing for automatic TV advertisement detection," in Proceedings of the IEEE Symposium on Computers and Com. (ISSC), 2001.
6. D. A. Sadlier, S. Marlow, et al. "Automatic TV advertisement detection from MPEG bitstream," Journal of the Pattern Recognition Society, vol. 35, no. 12, pp. 2-15, December 2002.
7. R. Glasberg, C. Tas, and T. Sikora, "Recognizing commercials in realtime using three visual descriptors and a decision-tree," in Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), July 2006.
8. M. Roach, J. Mason, and L.-Q. Xu, "Video genre verification using both acoustic and visual modes," in Proceedings of the IEEE Workshop on Multimedia Signal Processing, 2002, pp. 157-160.
9. Z. Liu, J. Huang, and Y. Wang, "Classification of TV programs based on audio information using hidden markov model," in Proceedings of the IEEE Workshop on Multimedia Signal Processing, 1998.
10. L.-Q. Xu and Y. Li, "Video classification using spatial-temporal features and pea," in Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), vol. 3, July 2003, pp. 485-488.
11. B. T. Truong, S. Venkatesh, and C. Dorai, "Automatic genre identification for content-based video categorization," in Proceedings of the 15th International Conference on Pattern Recognition, vol. 2, 2000, pp. 230-233.
12. X. Yuan, W. Lai, T. Mei, X.-S. Hua, X.-Q. Wu and S. Li, Automatic Video Genre Categorization using Hierarchical SVM, Int. Conference on Image Processing, pp. 2905-2908, 2006.
13. R. Glasberg, P. Kelm, H. Qin and T. Sikora, Extensible Platform for Multimedia Analysis (XPMA), 2007 IEEE International Conference on Multimedia and Expo, 2-5 July 2007 pp. 5-5.
14. H.G. Kim, N. Moreau and Thomas Sikora, Introduction to MPEG-7 Audio: Content Indexing and Retrieval, Wiley & Sons, ISBN-10: 047009334.
15. A. Jain, R. P. W. Duin, and J. Mao, "Statistical pattern recognition: a review," in IEEE Trans. On Pattern Analysis and Machine Intelligence, vol. 22, No.1, January 2000.
16. L. Xu, A. Krzyzak and C. Y. Suen, Methods of Combining Multiple Classifiers and Their Applications to Handwriting Recognition, IEEE Transactions on Systems, Man and Cybernetics, vol. 22, no. 3, pp. 418-435, 1992.