Information-Theoretic Analysis of Interscale and Intrascale Dependencies Between Image Wavelet Coefficients (2001)
by
Juan Liu
,
Pierre Moulin
| Venue: | IEEE Transactions on Image Processing |
| Citations: | 52 - 1 self |
BibTeX
@ARTICLE{Liu01information-theoreticanalysis,
author = {Juan Liu and Pierre Moulin},
title = {Information-Theoretic Analysis of Interscale and Intrascale Dependencies Between Image Wavelet Coefficients},
journal = {IEEE Transactions on Image Processing},
year = {2001},
volume = {10},
pages = {1647--1658}
}
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Abstract
This paper presents an information-theoretic analysis of statistical dependencies between image wavelet coefficients. The dependencies are measured using mutual information, which has a fundamental relationship to data compression, estimation, and classification performance.
