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  4. Color image denoising and contrast enhancement in contourlet domain
 
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Color image denoising and contrast enhancement in contourlet domain

Journal
Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2009)
Date Issued
2009-10-11
Author(s)
Melkamu, H. Asmare
Universiti Teknologi PETRONAS
Vijanth, S. Asirvadam
Universiti Teknologi PETRONAS
Lila Iznita
Universiti Teknologi PETRONAS
Handle (URI)
https://hdl.handle.net/20.500.14170/16138
Abstract
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.
Subjects
  • Image enhancement

  • Thresholding

  • Contourlet transform

  • Wavelet transform

  • Transformation functi...

  • Image processing

  • Image denoised

File(s)
Color image denoising and contrast enhancement in contourlet domain.pdf (1.2 MB) Copyright transfer agreement.pdf (439.51 KB)
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