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Proceedings Paper

Efficient image compression with optimized biorthogonal wavelets
Author(s): Michael D. Hoffman; Shidong Li
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Paper Abstract

A new parameterization approach for the construction of biorthogonal wavelets has revealed the possibility of deriving optimized biorthogonal filterbanks. Such a design methodology incorporates various optimization criteria and the regularity requirement into a single procedure while maintaining the usual perfect reconstruction principle. Because of the parameterization, the additional design procedure becomes fundamentally an unconstrained optimization problem. The method provides examples of new biorthogonal dual filters of slightly shorter length with comparable performance characteristics to that of traditional biorthogonal dual filters of longer length. Image coding using such new filterbanks becomes more efficient while maintaining similar quality. Preliminary studies in image coding will be reported in the presentation.

Paper Details

Date Published: 16 September 2005
PDF: 8 pages
Proc. SPIE 5915, Mathematics of Data/Image Coding, Compression, and Encryption VIII, with Applications, 59150J (16 September 2005); doi: 10.1117/12.618262
Show Author Affiliations
Michael D. Hoffman, San Francisco State Univ. (United States)
Shidong Li, San Francisco State Univ. (United States)


Published in SPIE Proceedings Vol. 5915:
Mathematics of Data/Image Coding, Compression, and Encryption VIII, with Applications
Mark S. Schmalz, Editor(s)

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