2008•Journal of Computer ApplicationsRequires access

Modified nonlinear diffusion equation for noise removal

Guo Ding-hui

Open publisher page 0 citations

Abstract

A diffusion coefficient function of nonlinear diffusion equation was modified for processing image so that the modified model can remove the high gradient noise of the image and preserve the edge details of the image while considering the gradient and second derivative of the image.Experiments have shown that the modified model is capable of getting rid of the noises efficiently and preserving the edge locality and stronger peaks and thin edges while removing the high gradient noise of the image.

About this research paper

What this paper is about

A diffusion coefficient function of nonlinear diffusion equation was modified for processing image so that the modified model can remove the high gradient noise of the image and preserve the edge details of the image while considering the gradient and second derivative of the image.Experiments have shown that the modified model is capable of getting rid of the noises efficiently and preserving the edge locality and stronger peaks and thin edges while removing the high gradient noise of the image.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

A diffusion coefficient function of nonlinear diffusion equation was modified for processing image so that the modified model can remove the high gradient noise of the image and preserve the edge details of the image while considering the gradient and second derivative of the image.Experiments have shown that the modified model is capable of getting rid of the noises efficiently and preserving the edge locality and stronger peaks and thin edges while removing the high gradient noise of the image.

Key concepts: Noise (video), Diffusion, Image (mathematics), Diffusion equation, Enhanced Data Rates for GSM Evolution, Nonlinear system, Image processing, Computer science

Related papers

Back to paper searchBrowse research topicsOriginal source
Modified nonlinear diffusion equation for noise removal — Research Paper | ScholarLens