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Reseach Article

Image Contrast Enhancement using Atrous Wavelet Transforn and Singular Value Decomposition(SVD)

by S. Sulochana, R. Vidhya
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 54 - Number 12
Year of Publication: 2012
Authors: S. Sulochana, R. Vidhya
10.5120/8616-2478

S. Sulochana, R. Vidhya . Image Contrast Enhancement using Atrous Wavelet Transforn and Singular Value Decomposition(SVD). International Journal of Computer Applications. 54, 12 ( September 2012), 9-14. DOI=10.5120/8616-2478

@article{ 10.5120/8616-2478,
author = { S. Sulochana, R. Vidhya },
title = { Image Contrast Enhancement using Atrous Wavelet Transforn and Singular Value Decomposition(SVD) },
journal = { International Journal of Computer Applications },
issue_date = { September 2012 },
volume = { 54 },
number = { 12 },
month = { September },
year = { 2012 },
issn = { 0975-8887 },
pages = { 9-14 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume54/number12/8616-2478/ },
doi = { 10.5120/8616-2478 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:56:04.961402+05:30
%A S. Sulochana
%A R. Vidhya
%T Image Contrast Enhancement using Atrous Wavelet Transforn and Singular Value Decomposition(SVD)
%J International Journal of Computer Applications
%@ 0975-8887
%V 54
%N 12
%P 9-14
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper, a new satellite image contrast enhancement technique based on s Atrous wavelet transform and singular value decomposition (SVD) has been proposed. To obtain shift invariant discrete wavelet transform decomposition for images, we introduced the discrete wavelet transform known a "A trous" algorithm to decompose the image into wavelet planes which is computed as the difference between two consecutive approximations and calculate the singular value matrix of the residual image. The enhanced image is obtained by applying inverse transforms. These techniques are compared with conventional image equalization techniques such as general histogram equalization and discrete wavelet transform. Quality metrics were used to evaluate the superiority of the proposed method.

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Index Terms

Computer Science
Information Sciences

Keywords

Generalised Histogram Equalization(GHE) Singlar value decomposition(SVD) Discrete Wavelet transform(DWT) Atrous wavelet Transform(AWT)