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Reseach Article

Medical Image Denoising using Rotated Wavelet Filter and Bilateral Filter

Published on July 2016 by Kirti V.thakur, Pramod G. Ambhore, Ashok M. Sapkal
International Conference on Communication Computing and Virtualization
Foundation of Computer Science USA
ICCCV2016 - Number 2
July 2016
Authors: Kirti V.thakur, Pramod G. Ambhore, Ashok M. Sapkal
b46310f1-ef99-4d05-8352-039fe4af3eac

Kirti V.thakur, Pramod G. Ambhore, Ashok M. Sapkal . Medical Image Denoising using Rotated Wavelet Filter and Bilateral Filter. International Conference on Communication Computing and Virtualization. ICCCV2016, 2 (July 2016), 14-18.

@article{
author = { Kirti V.thakur, Pramod G. Ambhore, Ashok M. Sapkal },
title = { Medical Image Denoising using Rotated Wavelet Filter and Bilateral Filter },
journal = { International Conference on Communication Computing and Virtualization },
issue_date = { July 2016 },
volume = { ICCCV2016 },
number = { 2 },
month = { July },
year = { 2016 },
issn = 0975-8887,
pages = { 14-18 },
numpages = 5,
url = { /proceedings/icccv2016/number2/919-1663/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Communication Computing and Virtualization
%A Kirti V.thakur
%A Pramod G. Ambhore
%A Ashok M. Sapkal
%T Medical Image Denoising using Rotated Wavelet Filter and Bilateral Filter
%J International Conference on Communication Computing and Virtualization
%@ 0975-8887
%V ICCCV2016
%N 2
%P 14-18
%D 2016
%I International Journal of Computer Applications
Abstract

This paper, is extension of author's earlier work in which use of rotated wavelet filters for image denoising was proposed. Here authors proposed new algorithm based on rotated wavelet filters and bilateral filtering. Proposed Algorithm is tested on different digital modalities (X-ray and Ultrasound) and compared with earlier work and found significant improvements in terms of quality metrics PSNR and SSIM. Implementation simplicity is beauty of proposed algorithm.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Image denoising Rotated wavelet filters Bilateral filter PSNR SSIM.