Image Denoising Using Anisotropic Diffusion Equations on Reflection andIllumination Components of Image

Publish Year: 1393
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:

JR_IJE-27-9_003

تاریخ نمایه سازی: 12 آبان 1393

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

Keywords:

Image DenoisingImage SmoothingAnisotropic DiffusionHomomorphic FilteringHybrid Image Enhancement

Authors

M.H Khosravi

Department of Computer Engineering, University of Shahrood, Shahrood, Iran

H Hassanpour

Department of Computer Engineering, University of Shahrood, Shahrood, Iran