e-ISSN : 0975-3397
Print ISSN : 2229-5631
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ABSTRACT

Title : Bilateral Filtering using Modified Fuzzy Clustering for Image Denoising
Authors : G.Vijaya, Dr.V.Vasudevan
Keywords : fuzzy c means(fcm), Gaussian kernel function, bilateral filter, Persona- Maliks anisotropic diffusion filter, fuzzy vector median filter, Non-Local Means(NLM) filter.
Issue Date : January 2011
Abstract :
This paper presents a novel bilateral filtering using weighed fcm algorithm based on Gaussian kernel function for image manipulations such as segmentation and denoising . Our proposed bilateral filtering consists of the standard bilateral filter and the original Euclidean distance is replaced by a kernel – induced distance in the algorithm. We have applied the proposed filtering for image denoising with both the impulse and Gaussian random noise, which achieves better results than the bilateral filtering based denoising approaches, the Perona-Maliks anisotropic diffusion filter, the fuzzy vector median filter and the Non-Local Means filter.
Page(s) : 45-49
ISSN : 0975–3397
Source : Vol. 3, Issue.1

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