Image Denoising Based on Dilated Singularity Prior

In order to preserve singularities in denoising, we propose a new scheme by adding dilated singularity prior to noisy images. The singularities are detected by canny operator firstly and then dilated using mathematical morphology for finding pixels “near” singularities instead of “on” singularities....

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Bibliographic Details
Main Authors: Shaoxiang Hu, Zhiwu Liao, Wufan Chen
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2012/767613