Video copy detection using multiple visual cues and MPEG-7 descriptors

Journal of Visual Communication and Image Representation

Volumn 21, Issue 8, 2010, Pages 838-849

  Küüktunç, Onur ^a   Baştan, Muhammet ^b   Güdükbay, Uǧur ^b   Ulusoy, Özgür ^b  

^a The Ohio State University   (United States)

^b BILKENT UNIVERSITY   (Turkey)

Author keywords

Activity matching; Content based copy detection; Face detection; MPEG 7; Subsequence matching; Time series analysis; Video copy detection; Visual ques

Indexed keywords

ACTIVITY MATCHING; CONTENT-BASED; FACE DETECTION; MPEG-7; SUBSEQUENCE MATCHING; VIDEO COPY DETECTION; VISUAL QUES;

FACE RECOGNITION; MOTION PICTURE EXPERTS GROUP STANDARDS; TIME SERIES; TIME SERIES ANALYSIS;

DETECTORS;

EID: 77958450793     PISSN: 10473203     EISSN: 10959076     Source Type: Journal    
DOI: 10.1016/j.jvcir.2010.07.001     Document Type: Article

References (45)

1. G. Langelaar, I. Setyawan, and R. Langedijk Watermarking digital image and video data. A state-of-the-art overview IEEE Signal Processing Magazine 17 5 2000 20 46
2. A. Hampapur, R. Bolle, Comparison of distance measures for video copy detection, in: Proceedings of the IEEE International Conference on Multimedia and Expo (ICME'01), 2001, pp. 737-740.
3. Y. Zhai, M. Shah, Tracking news stories across different sources, in: Proceedings of 13th ACM International Conference on Multimedia (MULTIMEDIA'05), 2005, pp. 2-10.
4. W. Hsu, S.F. Chang, Topic tracking across broadcast news videos with visual duplicates and semantic concepts, in: Proceedings of the IEEE International Conference on Image Processing (ICIP'06), 2006, pp. 141-144.
5. X. Wu, A.G. Hauptmann, and C.W. Ngo Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news Computer Vision and Image Understanding 110 3 2008 418 431
6. T. Can, P. Duygulu, Searching for repeated video sequences, in: Proceedings of the International Workshop on Multimedia Information Retrieval (MIR'07), 2007, pp. 207-216.
7. L.-Y. Duan, J. Wang, Y. Zheng, J. Jin, H. Lu, C. Xu, Segmentation, categorization, and identification of commercial clips from TV streams using multimodal analysis, in: Proceedings of 14th ACM International Conference on Multimedia (MULTIMEDIA'06), 2006, pp. 201-210.
8. R. Junee, Zoinks! 20 Hours of Video Uploaded Every Minute!, 2009. .
9. A.F. Smeaton, P. Over, W. Kraaij, Evaluation campaigns and TRECVID, in: Proceedings of Eigth ACM International Workshop on Multimedia Information Retrieval (MIR'06), 2006, pp. 321-330.
10. Content-based copy detection, Guidelines for the TRECVID 2008 Evaluation, 2009. .
11. TRECVID 2008 Final List of Transformations, 2008. .
12. S. Satoh, News video analysis based on identical shot detection, in: Proceedings of the IEEE International Conference on Multimedia and Expo (ICME'02), vol. 1, 2002, pp. 69-72.
13. M.-C. Yeh, K.-T. Cheng, Video copy detection by fast sequence matching, in: Proceedings of ACM International Conference on Image and Video Retrieval (ACM CIVR'09), 2009.
14. A. Basharat, Y. Zhai, and M. Shah Content based video matching using spatiotemporal volumes Computer Vision and Image Understanding 110 3 2008 360 377
15. D.G. Lowe Distinctive image features from scale-invariant keypoints International Journal of Computer Vision 60 2004 91 110
16. Z. Wu, S. Jiang, and Q. Huang Near-duplicate video matching with transformation recognition Proceedings of the 17th ACM international conference on Multimedia 2009 ACM 549 552
17. A. Joly, C. Frélicot, O. Buisson, Robust content-based video copy identification in a large reference database, in: Proceedings of ACM International Conference on Image and Video Retrieval (CIVR'03), 2003, pp. 414-424.
18. A. Joly, O. Buisson, C. Frélicot, Statistical similarity search applied to content-based video copy detection, in: Proceedings of the 21st International Conference on Data Engineering Workshops, 2005, p. 1285.
19. A. Joly, C. Frélicot, O. Buisson, Content-based video copy detection in large databases: A local fingerprints statistical similarity search approach, in: Proceedings of the IEEE International Conference on Image Processing (ICIP'05), vol. 1, 2005, pp. 505-508.
20. A. Joly, O. Buisson, and C. Frélicot Content-based copy retrieval using distortion-based probabilistic similarity search IEEE Transactions on Multimedia 9 2 2007 293 306
21. W.L. Zhao, C.W. Ngo, H.K. Tan, and X. Wu Near-duplicate keyframe identification with interest point matching and pattern learning IEEE Transactions on Multimedia 9 5 2007 1037 1048
22. J. Law-To, V. Gouet-Brunet, O. Buisson, N. Boujemaa, Local behaviours labelling for content based video copy detection, in: Proceedings of the 18th International Conference on Pattern Recognition (ICPR'06), vol. 3, 2006, pp. 232-235. (Pubitemid 46553105)
23. J. Law-To, O. Buisson, V. Gouet-Brunet, N. Boujemaa, Robust voting algorithm based on labels of behavior for video copy detection, in: Proceedings of the 14th annual ACM International Conference on Multimedia (MM'06), 2006, pp. 201-210.
24. H. Ren, S. Lin, D. Zhang, S. Tang, and K. Gao Visual words based spatiotemporal sequence matching in video copy detection Proceedings of the 2009 IEEE International Conference on Multimedia and Expo 2009 Institute of Electrical and Electronics Engineers Inc. 1382 1385
25. G. Willems, T. Tuytelaars, and L. Van Gool Spatio-temporal features for robust content-based video copy detection MIR'08: Proceeding of the First ACM International Conference on Multimedia Information Retrieval 2008 ACM New York, NY, USA 283 290 http://doi.acm.org/10.1145/1460096.1460143
26. R. Mohan, Video sequence matching, in: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'98), vol. 6, 1998, pp. 3697-3700. doi: doi:10.1109/ICASSP.1998.679686.
27. C. Kim, and B. Vasudev Spatiotemporal sequence matching for efficient video copy detection IEEE Transactions on Circuits and Systems for Video Technology 15 1 2005 127 132
28. E. Ardizzone, M.L. Cascia, A. Avanzato, A. Bruna, Video indexing using mpeg motion compensation vectors, in: Proceedings of the IEEE International Conference on Multimedia Computing and Systems (ICMCS'99), 1999, p. 725.
29. M. Bertini, A.D. Bimbo, and W. Nunziati Video clip matching using MPEG-7 descriptors and edit distance Lecture Notes in Computer Science 4071 2006 133 142
30. A. Sarkar, V. Singh, P. Ghosh, B.S. Manjunath, A. Singh, Efficient and robust detection of duplicate videos in a large database, IEEE Transactions on Circuits and Systems for Video Technology : doi:10.1109/TCSVT.2010.2046056.
31. A. Hampapur, K. Hyun, R. Bolle, Comparison of sequence matching techniques for video copy detection, in: Proceedings of the International Conference on Storage and Retrieval for Media Databases, vol. 4676, 2002, pp. 194-201.
32. J. Law-To, L. Chen, A. Joly, I. Laptev, O. Buisson, Video copy detection: a comparative study, in: Proceedings of sixth ACM International Conference on Image and Video Retrieval (CIVR'07), 2007, pp. 371-378. (Pubitemid 350229648)
33. Building video queries for Trecvid 2008 copy detection task, 2009. .
34. D.M. Mount, S. Arya, ANN - Approximate Nearest Neighbor Searching, 2009. .
35. O. Küüktun, U. Güdükbay, and O. Ulusoy Fuzzy color histogram-based video segmentation Computer Vision and Image Understanding 114 1 2010 125 134
36. B.S. Manjunath, P. Salembier, and T. Sikora Introduction to MPEG-7, Multimedia Content Description Interface 2002 John Wiley and Sons, Ltd.
37. P. Viola, M. Jones, Rapid object detection using a boosted cascade of simple features, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR'01), vol. 1, 2001, pp. 511-518.
38. R. Lienhart, J. Maydt, An extended set of haar-like features for rapid object detection, in: Proceedings of the International Conference on Image Processing (ICIP'02), vol. 1, 2002, pp. 900-903.
39. Open Source Computer Vision Library, 2009. .
40. A. Joly, J. Law-to, N. Boujemaa, INRIA-IMEDIA TRECVID 2008: Video copy detection, in: Proceedings of the TREC Video Retrieval Evaluation (TRECVID), 2008. .
41. A. Joly, New local descriptors based on dissociated dipoles, in: Proceedings of Sixth ACM International Conference on Image and Video Retrieval (CIVR'07), 2007, pp. 573-580.
42. M. Douze, A. Gaidon, H. Jegou, M. Marszalek, C. Schmid, INRIA-LEARGs video copy detection system, in: Proceedings of the TREC Video Retrieval Evaluation (TRECVID), 2008. .
43. N. Gengembre, S.-A. Berrani, The orange labs real time video copy detection system - TRECVID 2008 results, in: Proceedings of the TREC Video Retrieval Evaluation (TRECVID), 2008. .
44. Y. Liang, X. Liu, Z. Wang, J. Li, B. Cao, Z. Cao, Z. Dai, Z. Guo, W. Li, L. Liu, Z. Meng, Y. Qin, Q. Shi, A. Tian, D. Wang, Q. Wang, C. Zhu, X. Hu, J. Yuan, P. Yuan, B. Zhang, THU and ICRC at TRECVID 2008, in: Proceedings of the TREC Video Retrieval Evaluation (TRECVID), 2008. .
45. H. Bay, A. Ess, T. Tuytelaars, and L.V. Gool Speeded-up robust features (SURF) Computer Vision and Image Understanding 110 3 2008 346 359