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Article:Image Quality Prediction by Minimum Entropy Calculation for Various Filter Banks

by Sarita KumariÜ, Vijander Singh Meel, Ritu Vijay
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 7 - Number 5
Year of Publication: 2010
Authors: Sarita KumariÜ, Vijander Singh Meel, Ritu Vijay
10.5120/1158-1434

Sarita KumariÜ, Vijander Singh Meel, Ritu Vijay . Article:Image Quality Prediction by Minimum Entropy Calculation for Various Filter Banks. International Journal of Computer Applications. 7, 5 ( September 2010), 31-34. DOI=10.5120/1158-1434

@article{ 10.5120/1158-1434,
author = { Sarita KumariÜ, Vijander Singh Meel, Ritu Vijay },
title = { Article:Image Quality Prediction by Minimum Entropy Calculation for Various Filter Banks },
journal = { International Journal of Computer Applications },
issue_date = { September 2010 },
volume = { 7 },
number = { 5 },
month = { September },
year = { 2010 },
issn = { 0975-8887 },
pages = { 31-34 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume7/number5/1158-1434/ },
doi = { 10.5120/1158-1434 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T19:55:36.174148+05:30
%A Sarita KumariÜ
%A Vijander Singh Meel
%A Ritu Vijay
%T Article:Image Quality Prediction by Minimum Entropy Calculation for Various Filter Banks
%J International Journal of Computer Applications
%@ 0975-8887
%V 7
%N 5
%P 31-34
%D 2010
%I Foundation of Computer Science (FCS), NY, USA
Abstract

We implement image compression using various wavelet filter banks and measure performance with rate distortion characterizations. Various separable filter banks are chosen and compared. Coefficients in the subbands obtained by wavelet decomposition are quantized. The image is then reconstructed from the quantized coefficients, and distortion is measured. Three distortion measures are used: Entropy of reconstructed image, energy retained (ER) and redundancy.

References
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  8. Sukanesh R. et al, 2007, Analysis of Image Compression by Minimum Relative Entropy (MRE) and Restoration through Weighted Region Growing Techniques for Medical Images, Engineering Letters, 14:1.
Index Terms

Computer Science
Information Sciences

Keywords

Image compression Wavelets Entropy Energy retained Redundancy

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