2004•Unpublished venueRequires access

An Image Enhancement Method Using Modified Diffusion Function in Anisotropic Diffusion Filter

Young‐Chul Song, Doo-Hyun Choi

Open publisher page 0 citations

Abstract

An image enhancement method using modified anisotropic diffusion filter is proposed in this paper. It employs sensor noise estimation and scale space methods based on the minimum reliable scale. Then the anisotropic diffusion filter is modified by the calculated critical value function and local gradient. Through simulation, it is verified that the proposed algorithm has the capability of little or no noise amplification in homogenous region as well as superior edge enhancement.

About this research paper

What this paper is about

An image enhancement method using modified anisotropic diffusion filter is proposed in this paper. It employs sensor noise estimation and scale space methods based on the minimum reliable scale. Then the anisotropic diffusion filter is modified by the calculated critical value function and local gradient. Through simulation, it is verified that the proposed algorithm has the capability of little or no noise amplification in homogenous region as well as superior edge enhancement.

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

An image enhancement method using modified anisotropic diffusion filter is proposed in this paper. It employs sensor noise estimation and scale space methods based on the minimum reliable scale. Then the anisotropic diffusion filter is modified by the calculated critical value function and local gradient. Through simulation, it is verified that the proposed algorithm has the capability of little or no noise amplification in homogenous region as well as superior edge enhancement.

Key concepts: Anisotropic diffusion, Edge-preserving smoothing, Diffusion, Noise (video), Anisotropy, Filter (signal processing), Enhanced Data Rates for GSM Evolution, Scale space

Related papers

Back to paper searchBrowse research topicsOriginal source
An Image Enhancement Method Using Modified Diffusion Function in Anisotropic Diffusion Filter — Research Paper | ScholarLens