Image Denoising Using Anisotropic Diffusion Equations on Reflection and illumination Components of Image

نویسندگانMohammad Hossein Khosravi,Hamid Hassanpour
نشریهInternational Journal of Engineering
شماره صفحات1339-1348
شماره سریال27
شماره مجلد9
نوع مقالهFull Paper
تاریخ انتشار2014
رتبه نشریهعلمی - پژوهشی
نوع نشریهچاپی
کشور محل چاپایران
نمایه نشریهisc،Scopus

چکیده مقاله

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.

لینک ثابت مقاله

tags: Image Denoising, Image smoothing, Anisotropic diffusion, Homomorphic filtering, Hybrid image enhancement