Authors | Mohammad Hossein Khosravi,Hamid Hassanpour |
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Journal | International Journal of Engineering |
Page number | 1339-1348 |
Serial number | 27 |
Volume number | 9 |
Paper Type | Full Paper |
Published At | 2014 |
Journal Grade | Scientific - research |
Journal Type | Typographic |
Journal Country | Iran, Islamic Republic Of |
Journal Index | isc،Scopus |
Abstract
This paper proposes a new hybrid method based on Homomorphic filtering and anisotropicdiffusion equations for image denoising. In this method, the Homomorphic filtering extracts the reflectionand illumination components of a noisy image. Then a suitable image denoising method based onanisotropic diffusion is applied to each components with its special user-defined parameters .This hybridscheme donates a flexibility and customizability to the method, due to its ability to separately enhanceeach component properly. In order to evaluate the proposed method effectiveness, a number ofexperiments have been performed and the results have been compared with the results of other pioneeringmethods. The good results indicate superiority of proposed method.
tags: Image Denoising, Image smoothing, Anisotropic diffusion, Homomorphic filtering, Hybrid image enhancement