On Real-Time Detecting Duplicate Web Videos

With the rapid development of telecommunication techniques and digital devices, it is quite easy to copy, modify and republish videos in digital format, resulting in large volume of duplicate videos on the Web in recent years. In this paper we mainly investigate the problem of detecting excessive content duplication, so as to facilitate video search and intelligence propriety protection. A real-time detection method is hence proposed, which first selects videos' representative frames and then reduces each to a 64 bit hash code. Then the similarity of any two videos can be estimated by the proportion of their similar hash codes. The experiments demonstrate that our approach is both efficient and effective in terms of real-time applications.

[1]  Aggelos K. Katsaggelos,et al.  Fast video shot retrieval based on trace geometry matching , 2005 .

[2]  Avideh Zakhor,et al.  Estimation of Web video multiplicity , 1999, Electronic Imaging.

[3]  Yi Wu,et al.  Sampling Strategies for Active Learning in Personal Photo Retrieval , 2006, 2006 IEEE International Conference on Multimedia and Expo.

[4]  Bin Wang,et al.  Large-Scale Duplicate Detection for Web Image Search , 2006, 2006 IEEE International Conference on Multimedia and Expo.

[5]  Xian-Sheng Hua,et al.  Robust video signature based on ordinal measure , 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

[6]  Sang Uk Lee,et al.  Efficient video indexing scheme for content-based retrieval , 1999, IEEE Trans. Circuits Syst. Video Technol..

[7]  Sanjeev R. Kulkarni,et al.  A framework for measuring video similarity and its application to video query by example , 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

[8]  Avideh Zakhor,et al.  Efficient video similarity measurement with video signature , 2002, Proceedings. International Conference on Image Processing.

[9]  Osamu Hori,et al.  A shot classification method of selecting effective key-frames for video browsing , 1997, MULTIMEDIA '96.

[10]  Mohamed Abdel-Mottaleb,et al.  Content-based video retrieval by example video clip , 1997, Electronic Imaging.