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An Improvement Of The Algorithm In Image Decomposition And Its Applications

Posted on:2007-02-11Degree:MasterType:Thesis
Country:ChinaCandidate:N N LiFull Text:PDF
GTID:2178360185961619Subject:Basic mathematics
Abstract/Summary:PDF Full Text Request
The main purpose of this paper is to improve the algorithm of image decomposition introduced by L.Vese and S.Osher, which makes the best of new-generated information in the iteration and the semi-implicit finite differences scheme. By the new algorithm we can reach our goal much faster.Then, we will use the improved algorithm to make experiments and show its advantage. Finally we will introduce the application of image decomposition method in image inpainting and image denoise.
Keywords/Search Tags:Image Decomposition, Variation Minimization, Partial Differential Equation, Total Variation Function, Oscillating Function, Image Inpainting, Image Denoise
PDF Full Text Request
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