DocumentCode
2930507
Title
Fast and robust video copy detection scheme using full DCT coefficients
Author
Xu, Zhihua ; Ling, Hefei ; Zou, Fuhao ; Lu, Zhengding ; Li, Ping ; Wang, Tianjiang
Author_Institution
Intell. & Distrib. Comput. Lab., Huazhong Univ. of Sci. & Technol., Wuhan, China
fYear
2009
fDate
June 28 2009-July 3 2009
Firstpage
434
Lastpage
437
Abstract
In this paper, a fast and robust video copy detection scheme is proposed, which is suitable for the DCT-coded video sequences. To address the efficiency and effectiveness issue, we extract the video signature directly from the compressed domain. The video sequence clusters are constructed with a fixed length. Each cluster consists of several fictional key-frames. For each key-frame, some low-middle frequency full DCT coefficients are obtained directly from block DCT coefficients, and their ordinal measure is computed and acts as video signature. A rotation compensational strategy is further employed to resist the rotation attacks. The experimental results show that the proposed scheme can be resilient to various types of video transformations, including scaling, rotation, speed change, text insertion, and subsequence insertion/deletion etc.. The most important thing is that the proposed approach not only handles geometric distortion perfectly, but also reduces the computation costs substantially.
Keywords
digital signatures; discrete cosine transforms; image sequences; video coding; DCT-coded video sequences; discrete cosine transforms; robust video copy detection scheme; rotation compensational strategy; video signature extraction; video transformation; Computational efficiency; Discrete cosine transforms; Feature extraction; Frequency measurement; Image coding; Internet; Resists; Robustness; Video compression; Video sequences; Clustering methods; DCT; Feature extraction; Robustness; Video signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2009. ICME 2009. IEEE International Conference on
Conference_Location
New York, NY
ISSN
1945-7871
Print_ISBN
978-1-4244-4290-4
Electronic_ISBN
1945-7871
Type
conf
DOI
10.1109/ICME.2009.5202527
Filename
5202527
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