{"title":"Algorithme adaptatif de restauration d'images par les méthodes connexionnistes","authors":"Ahmed Roukhe, Aziz Nachit","doi":"10.1016/S1251-8069(98)80036-5","DOIUrl":null,"url":null,"abstract":"<div><p>The analysis of brain operations allows us to build a computational model of an artificial neural network, able to restore gray level images degraded by a shiftinvariant blur function and additive noise. Our approach for restoration is carried out using a dynamic algorithm which minimizes an energy function. We show that it is not necessary to know the blur filter.</p></div>","PeriodicalId":100304,"journal":{"name":"Comptes Rendus de l'Académie des Sciences - Series IIB - Mechanics-Physics-Chemistry-Astronomy","volume":"326 4","pages":"Pages 263-271"},"PeriodicalIF":0.0000,"publicationDate":"1998-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/S1251-8069(98)80036-5","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Comptes Rendus de l'Académie des Sciences - Series IIB - Mechanics-Physics-Chemistry-Astronomy","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1251806998800365","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The analysis of brain operations allows us to build a computational model of an artificial neural network, able to restore gray level images degraded by a shiftinvariant blur function and additive noise. Our approach for restoration is carried out using a dynamic algorithm which minimizes an energy function. We show that it is not necessary to know the blur filter.
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