{"title":"On the use of mutual information in image parameters' estimation","authors":"S. Voronov, I. Voronov, A. Tashlinskiy","doi":"10.1109/SIBCON.2015.7147238","DOIUrl":null,"url":null,"abstract":"Mutual information is considered as an objective function in recurrent image parameters' estimation procedures. Different approaches to image entropy estimation are analyzed. An optimization of stochastic gradient ascend algorithm using mutual information as the objective function is proposed.","PeriodicalId":395729,"journal":{"name":"2015 International Siberian Conference on Control and Communications (SIBCON)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 International Siberian Conference on Control and Communications (SIBCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SIBCON.2015.7147238","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
Mutual information is considered as an objective function in recurrent image parameters' estimation procedures. Different approaches to image entropy estimation are analyzed. An optimization of stochastic gradient ascend algorithm using mutual information as the objective function is proposed.
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