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Empirical evaluation of decomposition strategy for wavelet video compression.


Citation

Fakeh, Rohmad and Abd Ghani, Abdul Azim (2009) Empirical evaluation of decomposition strategy for wavelet video compression. International Journal of Image Processing, 3 (1). pp. 31-54. ISSN 1985-2304

Abstract / Synopsis

The wavelet transform has become the most interesting new algorithm for video compression. Yet there are many parameters within a wavelet analysis andsynthesis which govern the quality of a decoded video. In this paper different wavelet decomposition strategies and their implications for the decoded videoare discussed. A pool of color video sequences has been wavelet-transformed atdifferent settings of the wavelet filter bank and quantization threshold and with decomposition of dyadic and packet wavelet transformation strategies. The empirical evaluation of the decomposition strategy is based on threebenchmarks: a first judgment regards the perceived quality of the decoded video.The compression rate is a second crucial factor, and finally the best parameter setting with regards to the Peak Signal to Noise Ratio (PSNR). The investigation proposes dyadic decomposition as the chosen decomposition strategy.


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Additional Metadata

Item Type: Article
Subject: Wavelets (Mathematics).
Subject: Video compression.
Divisions: Faculty of Computer Science and Information Technology
Publisher: Computer Science Journals
Keywords: Wavelet analysis; Decomposition strategy; Empirical evaluation
Depositing User: Umikalthom Abdullah
Date Deposited: 10 May 2012 14:52
Last Modified: 05 Oct 2015 14:49
URI: http://psasir.upm.edu.my/id/eprint/14486
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