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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Image Denoising and Segmentation using COMSOL Multiphysics

Authors: ZAMA, FABIANA;

Image Denoising and Segmentation using COMSOL Multiphysics

Abstract

Partial differential equations have recently become popular and useful tools for several image processing tasks such as image denoising and segmentation. In this work we implement a unified image denoising and segmentation approach which is based on a nonlinear diffusion equation with a reactive term for achieving edge preserving smoothing and segmentation. This model is highly nonlinear and the computation of the gaussian low pass filter at the intermediate time steps is computationally very time consuming. In order to speed up the process a coupled system is efficiently implemented using Comsol Multiphysics. The filter obtained has variance parameter changing in the integration interval. Comsol Multiphysics results a valuable tool for projecting and testing filtering techniques both in the teaching as well as research activity.

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Italy
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Powered by OpenAIRE graph
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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