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Information Technology Journal
  Year: 2008 | Volume: 7 | Issue: 7 | Page No.: 1043-1048
DOI: 10.3923/itj.2008.1043.1048
 
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A Novel Rough Sets Based Key Frame Extraction Algorithm in Compressed-Domain

Li Xiang-wei, Li Zhan-ming, Zhang Ming-xin, Wei Zhe and Zhang Guo-quan

Abstract:
In this study, we propose a novel key frame extraction algorithm based on Rough Sets (RS) in Discrete Cosine Transform (DCT) compressed-domain. Firstly, we extract DCT coefficients in compressed-domain, select and preprocess the DC coefficients that derived from DCT coefficients. Secondly, We construct Information System with DC coefficients. Finally, we reduce Information System using attributes reduced theory of RS and obtained the representation of the video frames by reduced DC coefficients. Experimental results show that the proposed algorithm is fast and effective. Compared to conventional algorithm, our algorithm enjoys the following advantages: (1) the numbers of the key frame extracted using our algorithm become more scientific; (2) the algorithm can avoid the expensive computations in decompression processes.
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How to cite this article:

Li Xiang-wei, Li Zhan-ming, Zhang Ming-xin, Wei Zhe and Zhang Guo-quan, 2008. A Novel Rough Sets Based Key Frame Extraction Algorithm in Compressed-Domain. Information Technology Journal, 7: 1043-1048.

DOI: 10.3923/itj.2008.1043.1048

URL: https://scialert.net/abstract/?doi=itj.2008.1043.1048

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