Image Denoising Using Anisotropic Diffusion Equations on Reflection andIllumination Components of Image
Publish Year: 1393
Type: Journal paper
Language: English
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Document National Code:
JR_IJE-27-9_003
Index date: 3 November 2014
Image Denoising Using Anisotropic Diffusion Equations on Reflection andIllumination Components of Image abstract
This paper proposes a new hybrid method based on Homomorphic filtering and anisotropic diffusionequations for image denoising. In this method, the Homomorphic filtering extracts the reflection andillumination components of a noisy image. Then a suitable image denoising method based on anisotropicdiffusion is applied to each components with its special user-defined parameter. This hybrid schemedonates a flexibility and customizability to the method, due to its ability in properly enhancing imagescomponents. In order to evaluate the proposed method effectiveness, a number of experiments have beenperformed and the results have been compared with the results of other pioneering methods. The goodresults indicate superiority of the proposed method
Image Denoising Using Anisotropic Diffusion Equations on Reflection andIllumination Components of Image Keywords:
Image DenoisingImage SmoothingAnisotropic DiffusionHomomorphic FilteringHybrid Image Enhancement
Image Denoising Using Anisotropic Diffusion Equations on Reflection andIllumination Components of Image authors
M.H Khosravi
Department of Computer Engineering, University of Shahrood, Shahrood, Iran
H Hassanpour
Department of Computer Engineering, University of Shahrood, Shahrood, Iran