Video copy detection using inclined video tomography and bag-of-visual-words

Proceedings - IEEE International Conference on Multimedia and Expo

Volumn , Issue , 2012, Pages 562-567

  Min, Hyun Seok ^a   Kim, Se Min ^a   De Neve, Wesley ^a,b   Ro, Yong Man ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

^b GHENT UNIVERSITY   (Belgium)

Author keywords

Bag of visual words; video copy detection; video identification; video tomography

Indexed keywords

BAG-OF-VISUAL-WORDS; TEMPORAL INFORMATION; TEMPORAL TRANSFORMATIONS; VIDEO CLIPS; VIDEO CONTENTS; VIDEO COPY DETECTION; VIDEO FINGERPRINT; VIDEO FINGERPRINTING; VIDEO IDENTIFICATION; VIDEO SIGNATURES;

EXHIBITIONS; VIDEO RECORDING;

TOMOGRAPHY;

EID: 84868091774     PISSN: 19457871     EISSN: 1945788X     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2012.58     Document Type: Conference Paper

References (23)

1. YouTube Statistics, available on http://www.youtube.com/t/press- statistics
2. R. D. Oliveira, M. Cherubini, and N. Oliver, "Looking at near-duplicate videos from a human-centric perspective," ACM Trans. on Multimedia Computing, Communications, and Applications, vol. 6, no. 3, August 2010.
3. P. Brasnett, S. Paschalakis, and M. Bober, "Recent developments on standardisation of MPEG-7 Visual Signature Tools," Proc. IEEE Int'l Conf. Multimedia and Expo, pp. 1347-1352, 2010.
4. Joly, O. Buisson, and C. Frelicot, "Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search," IEEE Trans. on Multimedia, vol. 9, no. 2, pp. 293-306, 2007.
5. C.-Y Chiu, C.-S. Chen, and L.-F. Chien, "A Framework for Handling Spatiotemporal Variations in Video Copy Detection," IEEE Trans. on Circuits and Systems for Video Technology, vol. 18, no. 3, pp. 412-417, 2008.
6. J. Law-To, L. Chen, A. Joly, I. Laptev, O. Buisson, V. Gouet- Brunet, N. Boujemaa, and F. Stentiford, "Video Copy Detection: a Comparative Study," Proc. ACM Int'l Conf. on Image and Video Retrieval 07, Amsterdam, The Netherlands, 2007.
7. S.H. Kim and R.-H. Park, "An efficient algorithm for video sequence matching using the modified Hausdorff distance and the directed divergence," IEEE Trans. On Circuits and Systems for Video Technology, vol. 12, no. 7, pp. 592-296, July 2002.
8. D. N. Bhat and S. K. Nayar, "Ordinal measures for image correspondence," IEEE Trans. On Pattern Anal. Mach. Intell., vol. 20, no. 4, pp. 415-423, 1998.
9. L. Fei-Fei, R. Fergus, and P. Perona, "One-Shot Learning of Object Categories," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 28, no. 4, pp. 594-611, Apr. 2006.
10. K. Grauman and T. Darrell, "The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features," Proc. IEEE Int'l Conf. Computer Vision, pp. 1458-1465, 2005.
11. S. Lazebnik, C. Schmid, and J. Ponce, "A Maximum Entropy Framework for Part-Based Texture and Object Recognition," Proc. IEEE Int'l Conf. Computer Vision, pp. 832-838, 2005.
12. W. L. Zhao, C. W. Ngo, H. K. Tan, and X. Wu, "Near- Duplicate Keyframe Identification With Interest Point Matching and Pattern Learning," IEEE Trans. on Multimedia, vol. 9, no. 5, pp. 1037-1048, 2007.
13. W.-L. Zhao, X. Wu, and C.-W. Ngo, "On the Annotation of Web Videos by Efficient Near-duplicate Search," IEEE Trans. on Multimedia, vol. 12, no. 5, pp. 448-461, 2010.
14. X. Zhou, et al., "An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points," IEEE Trans. on Multimedia, vol.11, no. 5, pp. 879-891, 2009.
15. Akutsu and Y. Tonomura, "Video tomography: An efficient method for camera work extraction and motion analysis," Proc. ACM Int'l Conf. Multimedia, pp. 349-356, 1994.
16. G. Leon, H. Kalva, and B. Furht, "Video identification using video tomography," Proc. IEEE Int'l Conf. Multimedia & Expo, pp. 1030-1033, 2008.
17. P. Over et al., "TRECVID 2009 - goals, tasks, data, evaluation mechanisms and metrics," In TRECVid Workshop 2009, November 2009.
18. A. Karpenko and P. Aarabi, "Tiny Videos: A Large Data Set for Nonparametric Video Retrieval and Frame Classification," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 33, no. 3, pp. 618-630, 2011.
19. C. Petersohn, "Fraunhofer HHI at TRECVID 2004: Shot Boundary Detection System," TREC Video Retrieval Evaluation Online Proceedings, 2004.
20. Y. G. Jiang, C. W. Ngo, and J. Yang, "Towards optimal bag-of- features for object categorization and semantic video retrieval," Proc. ACM Int'l Conf. on Image and Video Retrieval, 2007.
21. B. S. Manjunath, P. Salembier, and T. Sikora, Introduction to MPEG-7, New York: Wiley, 2002.
22. L. Zheng, G. Qiu, J. Huang, and H. Fu, "Salient covariance for near-duplicate image and video detection," Proc. IEEE Int'l Conf. Image Processing, pp. 2537-2540, 2011.
23. H.-S. Min, J. Choi, W. De Neve, and Y.M. Ro, "Bimodal fusion of low-level visual features and high-level semantic features for near-duplicate video clip detection," Signal Processing - Image Communication, vol. 26, no. 10, pp. 612-627, 2011.