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Color image denoising and contrast enhancement in contourlet domain

Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia.

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Bibliographic Details
Main Authors: Melkamu, H. Asmare, Vijanth, S. Asirvadam, Lila Iznita
Format: Working Paper
Language:English
Published: Universiti Malaysia Perlis 2009
Subjects:
Image enhancement
Thresholding
Contourlet transform
Wavelet transform
Transformation function
Image processing
Image denoised
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/7271
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spelling my.unimap-72712010-01-21T01:47:08Z Color image denoising and contrast enhancement in contourlet domain Melkamu, H. Asmare Vijanth, S. Asirvadam Lila Iznita Image enhancement Thresholding Contourlet transform Wavelet transform Transformation function Image processing Image denoised Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia. A degraded image mainly has dark shadows, over bright regions and blurred details. These images are usually affected by noise. This paper proposes a method which tries to avoid this problems. Image denoised image is further treated by a uniquely designed new transfer function. it is used to treat the contourlet transform coefficients. The contourlet transform is a directional extension of wavelet transform thus its application has a profound effect in image enhancement application. The results found are encouraging. All important features of the image are kept with out introducing artifacts and color distortion. The results look more natural. 2009-11-13T01:59:13Z 2009-11-13T01:59:13Z 2009-10-11 Working Paper p.2A9 1 - 2A9 5 http://hdl.handle.net/123456789/7271 en Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2009) Universiti Malaysia Perlis
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Image enhancement
Thresholding
Contourlet transform
Wavelet transform
Transformation function
Image processing
Image denoised
spellingShingle Image enhancement
Thresholding
Contourlet transform
Wavelet transform
Transformation function
Image processing
Image denoised
Melkamu, H. Asmare
Vijanth, S. Asirvadam
Lila Iznita
Color image denoising and contrast enhancement in contourlet domain
description Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia.
format Working Paper
author Melkamu, H. Asmare
Vijanth, S. Asirvadam
Lila Iznita
author_facet Melkamu, H. Asmare
Vijanth, S. Asirvadam
Lila Iznita
author_sort Melkamu, H. Asmare
title Color image denoising and contrast enhancement in contourlet domain
title_short Color image denoising and contrast enhancement in contourlet domain
title_full Color image denoising and contrast enhancement in contourlet domain
title_fullStr Color image denoising and contrast enhancement in contourlet domain
title_full_unstemmed Color image denoising and contrast enhancement in contourlet domain
title_sort color image denoising and contrast enhancement in contourlet domain
publisher Universiti Malaysia Perlis
publishDate 2009
url http://dspace.unimap.edu.my/xmlui/handle/123456789/7271
_version_ 1643788744253243392
score 13.214268

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