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Reversible IntegertoInteger Wavelet Transforms for Image Compression: Performance Evaluation
 

Summary: 1
Reversible Integer­to­Integer Wavelet Transforms
for Image Compression: Performance Evaluation
and Analysis
Michael D. Adams, Student Member, IEEE, and Faouzi Kossentini, Senior Member, IEEE
Abstract
In the context of image coding, a number of reversible integer­to­integer wavelet transforms are compared on the basis of their
lossy compression performance, lossless compression performance, and computational complexity. Of the transforms considered,
several were found to perform particularly well, with the best choice for a given application depending on the relative importance
of the preceding criteria. Reversible integer­to­integer versions of numerous transforms are also compared to their conventional
(i.e., non­reversible real­to­real) counterparts for lossy compression. At low bit rates, reversible integer­to­integer and conventional
versions of transforms were found to often yield results of comparable quality. Factors affecting the compression performance of
reversible integer­to­integer wavelet transforms are also presented, supported by both experimental data and theoretical arguments.
Keywords
Reversible integer­to­integer wavelet/subband transforms, image coding/compression.
I. INTRODUCTION
There has been a growing interest in reversible integer­to­integer wavelet transforms for image coding applica­
tions [1--12]. Such transforms are invertible in finite­precision arithmetic (i.e., reversible), map integers to integers,
and approximate the linear wavelet transforms from which they are derived. Due largely to these properties, transforms
of this type are extremely useful for compression systems requiring efficient handling of lossless coding, minimal mem­

  

Source: Adams, Michael D. - Department of Electrical and Computer Engineering, University of Victoria

 

Collections: Engineering