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An Improved Image Fusion Technique based on Texture Feature Optimization using Wavelet Transform and Particle of Swarm Optimization (POS)

by Pooja Malviya, Amit Saxena
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 101 - Number 6
Year of Publication: 2014
Authors: Pooja Malviya, Amit Saxena
10.5120/17691-8656

Pooja Malviya, Amit Saxena . An Improved Image Fusion Technique based on Texture Feature Optimization using Wavelet Transform and Particle of Swarm Optimization (POS). International Journal of Computer Applications. 101, 6 ( September 2014), 19-22. DOI=10.5120/17691-8656

@article{ 10.5120/17691-8656,
author = { Pooja Malviya, Amit Saxena },
title = { An Improved Image Fusion Technique based on Texture Feature Optimization using Wavelet Transform and Particle of Swarm Optimization (POS) },
journal = { International Journal of Computer Applications },
issue_date = { September 2014 },
volume = { 101 },
number = { 6 },
month = { September },
year = { 2014 },
issn = { 0975-8887 },
pages = { 19-22 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume101/number6/17691-8656/ },
doi = { 10.5120/17691-8656 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:30:57.735554+05:30
%A Pooja Malviya
%A Amit Saxena
%T An Improved Image Fusion Technique based on Texture Feature Optimization using Wavelet Transform and Particle of Swarm Optimization (POS)
%J International Journal of Computer Applications
%@ 0975-8887
%V 101
%N 6
%P 19-22
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Image fusion technique applied in various field of medical science for diagnose of serious medical disease. The brain stroke detection in head is very difficult task because the tissues of head are important factor. Now the detection process used high intensity multimedia camera for gathering brain stroke image for analysis of stroke. In this paper proposed a feature optimisation technique for brain stroke detection. The proposed technique based on wavelet transforms function and particle of swarm optimisation technique. The proposed algorithm performs better in compression of pervious method such as WT and IWT transform method.

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Index Terms

Computer Science
Information Sciences

Keywords

Image fusion feature optimization POS