A non-supervised approach for repeated sequence detection in TV broadcast streams

Signal Processing: Image Communication

Volumn 23, Issue 7, 2008, Pages 525-537

  Berrani, Sid Ahmed ^a   Manson, Gaël ^a   Lechat, Patrick ^a  

^a ORANGE LABS   (France)

Author keywords

Clustering; TV broadcast macro segmentation; TVoD service; Video indexing

Indexed keywords

DATABASE SYSTEMS; SIGNAL DETECTION; TELEVISION BROADCASTING;

ANALYSIS RESULTS; AUDIO-VISUAL; CLUSTERING TECHNIQUES; FEATURE VECTOR (FV); MACRO-SEGMENTATION; NOVEL METHODS; ON-DEMAND; REFERENCE DATABASE; REPEATED SEQUENCES; SEQUENCE DETECTION;

RADIO BROADCASTING;

EID: 48649087010     PISSN: 09235965     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.image.2008.04.018     Document Type: Article

References (34)

1. Albiol A., Fulla M.J., Albiol A., and Torres L. Detection of TV commercials. Proceedings of the IEEE International Conference on Acoustics Speech, and Signal Processing vol. 3 (2004), Montreal, Quebec, Canada
2. J. Barr, B. Bradley, B. Hannigan, Using digital watermarks with image signatures to mitigate the threat of the copy attack, in: Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, vol. 3, Hong Kong, 2003.
3. Basseville M. Detecting changes in signals and systems-a survey. Automatica 24 3 (1988) 309-326
4. Berrani S.-A., Amsaleg L., and Gros P. Approximate searches: k-neighbors+ precision. Proceedings of the 12th ACM International Conference on Information and Knowledge Management (2003), New Orleans, Louisiana, USA
5. Berrani S.-A., Lechat P., and Manson G. TV broadcast macro-segmentation: metadata-based vs. content-based approaches. Proceedings of the ACM International Conference on Image and Video Retrieval (2007), Amsterdam, The Netherlands
6. Bishop C.M. Pattern Recognition and Machine Learning (Information Science and Statistics) (2006), Springer, Berlin
7. Cano P., Batlle E., Kalker T., and Haitsma J. A review of algorithms for audio fingerprinting. Proceedings of the IEEE Workshop on Multimedia Signal Processing (2002), St. Thomas, Virgin Islands, USA
8. Cheong L.F., Wang Y., and Wang H.L. Establishment shot detection using qualitative motion. Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition vol. 2 (2003), Madison, WI, USA
9. Coskun B., and Sankur B. Robust video hash extraction. Proceedings of the IEEE 12th Signal Processing and Communications Applications Conference (2004), Vienna, Austria
10. Covell M., Baluja S., and Fink M. Advertisement detection and replacement using acoustic and visual repetition. Proceedings of the 8th IEEE International Workshop on Multimedia Signal Processing (2006), Victoria, BC, Canada
11. Drew M.S., and Au J. Video keyframe production by efficient clustering of compressed chromaticity signatures. Proceedings of the 8th ACM International Conference on Multimedia (2000), Marina del Rey, CA, USA
12. Duan L.-Y., Wang J., Zheng Y., Jin J.S., Lu H., and Xu C. Segmentation categorization and identification of commercial from TV streams using multimodal analysis. Proceedings of the ACM Multimedia (2006), Santa Barbara, CA, USA
13. Fauvet B., Bouthemy P., Gros P., and Spindler F. A geometrical key-frame selection method exploiting dominant motion estimation in video. Proceedings of the International Conference on Video and Image Retrieval (2004), Dublin, Ireland
14. Foster I., and Grossman R.L. Data integration in a bandwidth-rich world. Commun. ACM 46 11 (2003) 50-57
15. Gauch J., and Shivadas A. Identification of new commercials using repeated video sequence detection. Proceedings of the IEEE International Conference on Image Processing vol. 3 (2005), Genova, Italy
16. Gauch J.M., and Shivadas A. Finding and identifying unknown commercials using repeated video sequence detection. J. Comput. Vision Image Understanding 103 1 (2006) 80-88
17. Gauvain J.-L., and Lamel L. Large-vocabulary continuous speech recognition: advances and applications. Proc. IEEE 88 8 (2000) 1181-1200
18. Haitsma J., Kalker T., and Oostveen J. Robust audio hashing for content identification. Proceedings of the International Workshop on Content-based Multimedia Indexing (2001), Brescia, Italy
19. Hampapur A., Weymouth T., and Jain R. Digital video segmentation. Proceedings of the 2nd ACM International Conference on Multimedia (1994), San Francisco, California, USA
20. A. Hanjalic, Shot-boundary detection: unraveled and resolved? IEEE Trans. Circuits Syst. Video Technol. 12 (2) (2002) 90-105.
21. Hauptmann A., and Witbrock M. Story segmentation and detection of commercials in broadcast news. Proceedings of the Advances in Digital Libraries Conference (1998), Santa Barbara, CA, USA
22. Herley C. Argos: automatically extracting repeating objects from multimedia streams. IEEE Trans. Multimedia 8 1 (2006) 115-129
23. Jain A.K., and Murty M.N. Data clustering: a review. ACM Comput. Surv. 31 3 (1999) 265-323
24. Jain A.K., and Yu B. Pattern recognition. Pattern Recognition 31 12 (1998) 2055-2076
25. Lienhart R., Kuhmunch C., and Effelsberg W. On the detection and recognition of television commercials. Proceedings od the IEEE International Conference on Multimedia Computing and Systems (1997), Ottawa, Ontario, Canada
26. Liu T., and Qi F. Shot detection based on dominant region tracking. Proceedings of the 6th International Conference on Signal Processing vol. 1 (2002), Beijing, China
27. Motro A., and Anokhin P. Fusionplex: resolution of data inconsistencies in the integration of heterogeneous information sources. Inf. Fusion 7 2 (2006) 176-196
28. Naturel X., Gravier G., and Gros P. Fast structuring of large television streams using program guides. Proceedings of the 4th International Workshop on Adaptive Multimedia Retrieval (2006), Geneva, Switzerland
29. Oostveen J., Kalker T., and Haitsma J. Feature extraction and a database strategy for video fingerprinting. Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems (2002), Hsin Chu, Taiwan
30. Poli J.-P. Predicting program guides for video structuring. Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (2005), Hong Kong, China
31. Stringa E., and Regazzoni C. Real-time video-shot detection for scene surveillance applications. IEEE Trans. Image Process. 9 1 (2000) 69-79
32. Wu V., Manmatha R., and Riseman E.M. Textfinder: an automatic system to detect and recognize text in images. IEEE Trans. Pattern Anal. Machine Intell. 21 11 (1999) 1224-1229
33. Zhang H.J., Kankanhalli A., and Smoliar S.W. Automatic partitioning of full-motion video. Multimedia Syst. 1 1 (1993) 10-28
34. Zhang T., Ramakrishnan R., and Livny M. Birch: an efficient data clustering method for very large databases. Proceedings of the ACM SIGMOD International Conference on Management of Data (1996), Montreal, Canada