{"title":"Advanced Classification Using Genetic Algorithm and Image Segmentation for Improved FD","authors":"S. Venkatesan, M. Karnan","doi":"10.1109/ICCRD.2010.96","DOIUrl":null,"url":null,"abstract":"In certain applications face detection may require advance classification methods that would precisely identify the faces even if the face visibility measure is less. This paper proposes face detection based on usage of Genetic algorithm for advance classification of cases and objects of the input image. This paper suggests preliminary segmentation of images into regions that contain \"Non-face\" objects and \"face\" objects. this idea may greatly accelerate the efficiency of face detection.","PeriodicalId":158568,"journal":{"name":"2010 Second International Conference on Computer Research and Development","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 Second International Conference on Computer Research and Development","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCRD.2010.96","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
In certain applications face detection may require advance classification methods that would precisely identify the faces even if the face visibility measure is less. This paper proposes face detection based on usage of Genetic algorithm for advance classification of cases and objects of the input image. This paper suggests preliminary segmentation of images into regions that contain "Non-face" objects and "face" objects. this idea may greatly accelerate the efficiency of face detection.
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