A LLE-based Video Copy Detection Method

Nie  Xiu-Shan; Liu  Ju; Sun Jian-De; Qin  Feng-Lin

doi:10.3724/SP.J.1146.2010.01007

Volume 33 Issue 5

Jun. 2011

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Nie Xiu-Shan, Liu Ju, Sun Jian-De, Qin Feng-Lin. A LLE-based Video Copy Detection Method[J]. Journal of Electronics & Information Technology, 2011, 33(5): 1030-1034. doi: 10.3724/SP.J.1146.2010.01007

Citation:

Nie Xiu-Shan, Liu Ju, Sun Jian-De, Qin Feng-Lin. A LLE-based Video Copy Detection Method[J]. Journal of Electronics & Information Technology, 2011, 33(5): 1030-1034. doi: 10.3724/SP.J.1146.2010.01007

Nie Xiu-Shan, Liu Ju, Sun Jian-De, Qin Feng-Lin. A LLE-based Video Copy Detection Method[J]. Journal of Electronics & Information Technology, 2011, 33(5): 1030-1034. doi: 10.3724/SP.J.1146.2010.01007

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A LLE-based Video Copy Detection Method

doi: 10.3724/SP.J.1146.2010.01007 cstr: 32379.14.SP.J.1146.2010.01007

Received Date: 2010-09-14
Rev Recd Date: 2010-12-16
Publish Date: 2011-05-19

Abstract

Abstract

A video hashing based on Locally Linear Embedding (LLE) is proposed in this paper. In this method, some representative frames are first selected based on a graph model, and four-order cumulants are taken as features of video in the high dimensional feature space. Then the video is mapped to a three-dimensional space using LLE, and video hash sequence is generated using the norms of points in the three-dimensional space to detect video copies. Experimental results show that the video hashing has good robustness and discrimination.
- Video hashing,
- Copy detection,
- Robustness,
- Locally Linear Embedding (LLE)

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References(1)

References

Indyk P, Iyengar G, and Shivakumar N. Finding pirated video sequences on the internet[R]. Technical report, Stanford University, 1999.[2] Joly A, Buisson O, and Frelicot C. Content-based copy retrieval using distortion-based probabilistic similarity search[J]. IEEE Transactions on Multimedia, 2007, 9(2): 293-306.[3] Coskun B, Sanku B, and Memon N. Spatio-temporal transform-based video hashing[J]. IEEE Transactions on Multimedia, 2006, 8(6): 1190-1208.[4] 潘雪峰, 李锦涛, 张勇东等. 基于视觉感知的时空联合视频复制检测方法[J]. 计算机学报, 2009, 32(1): 108-114.Pan Xue-feng, Li Jin-tao, and Zhang Yong-dong. Spatiotemporal video copy detection based on visual perception analyses[J]. Chinese Journal of Computers, 2009, 32(1): 108-114.[5] 张勇东, 张冬明, 郭俊波等. 压缩域快速视频拷贝检测算法[J]. 通信学报, 2009, 30(3): 135-140.Zhang Yong-dong, Zhang Dong-ming, and Guo Jun-bo, et al.Rapid video copy detection on compressed domain[J]. Journal on Communications, 2009, 30(3): 135-140.[6] Wu Z P, Huan Q M, and Jiang S Q. Robust copy detection by mining temporal self-similarities[C]. ICME 2009, New York City, 2009: 554-557. [7] 赵玉鑫, 刘光杰, 戴跃伟等. 基于局部排序的视频复制检测[J]. 计算机辅助设计与图形学学报, 2009, 21(9): 1339-1343.Zhao Yu-xin, Liu Guang-jie, and Dai Yao-wei, et al.Video copy detection based on local ordinal[J]. Journal of Computer -Aided Design Computer Graphics, 2009, 21(9): 1339-1343.[8] Roweis S T and Saul L K. Nonlinear dimensionality reduction by locally linear embedding[J]. Science, 2000, 290: 2323-2326.[9] The origin of the video dataset is MUSCLE-VCD-2007, http: //wwwrocq.inria.fr/imedia/civr-bench/index.html.2007.[10] Job O, Ton K, and Jaap H. Visual hashing of digital video: applications and techniques[C]. Proceedings of SPIE: The International Society for Optical Engineering, 2001, Vol. 4472: 121-131.

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