Title :
A Time Warping Based Approach for Video Copy Detection
Author :
Chiu, Chih-Yi ; Li, Cheng-Hung ; Wang, Hsiang-An ; Chen, Chu-Song ; Chien, Lee-Feng
Author_Institution :
Inst. of Inf. Sci., Acad. Sinica
Abstract :
The proliferation of digital video urges the need of video copy detection for content and rights management. An efficient video copy detection technique should be able to deal with spatiotemporal variations (e.g., changes in brightness or frame rates), and lower down the computation cost. While most studies put more emphases on spatial variations, less effort is made for temporal variations and computation cost. To address the above issues, we propose a time warping based approach for video copy defection. A time warping matching algorithm is used to deal with video temporal variations. To reduce matching times, a fast filtering method to generate key frames and select candidate clips from video is presented. Our experiments demonstrate promising results of the proposed approach
Keywords :
content management; copy protection; video signal processing; content management; digital video proliferation; fast filtering method; key frame generation; matching time reduction; rights management; spatial variation; spatiotemporal variation; time warping matching algorithm; video copy detection; video temporal variation; Computational efficiency; Content management; Discrete cosine transforms; Histograms; Information science; Internet; Spatiotemporal phenomena; Video compression; Videoconference; Watermarking;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.187