Zhi Zhou, S. Member, E. Du, Senior Member, N. L. Thomas, E. Delp
{"title":"Multi-angle sclera recognition system","authors":"Zhi Zhou, S. Member, E. Du, Senior Member, N. L. Thomas, E. Delp","doi":"10.1109/CIBIM.2011.5949225","DOIUrl":null,"url":null,"abstract":"Sclera patterns can be used for human classification and identification; however image quality can significantly affect the recognition accuracy. In this paper, we studied and analyzed four multi-angle sclera recognition fusion methods. The experimental results show that these proposed multi-angle sclera recognition systems can achieve better performance in general. In addition, it shows that it is important to take system application needs into account when selecting the fusion method.","PeriodicalId":396721,"journal":{"name":"2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"36","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIBIM.2011.5949225","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 36
Abstract
Sclera patterns can be used for human classification and identification; however image quality can significantly affect the recognition accuracy. In this paper, we studied and analyzed four multi-angle sclera recognition fusion methods. The experimental results show that these proposed multi-angle sclera recognition systems can achieve better performance in general. In addition, it shows that it is important to take system application needs into account when selecting the fusion method.