Bin-based classifier fusion of iris and face biometrics

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• 作者：Di Miao^a ; ^bAuthor Vitae ; Man Zhang^b ; ^{zhangman@nlpr.ia.ac.cn}Author Vitae ; Zhenan Sun^bAuthor Vitae ; Tieniu Tan^bAuthor Vitae ; Zhaofeng He^bAuthor Vitae
• 关键词：Multibiometrics ; Fusion ; Iris recognition ; Face recognition
• 刊名：Neurocomputing
• 出版年：2017
• 出版时间：8 February 2017
• 年：2017
• 卷：224
• 期：Complete
• 页码：105-118
• 全文大小：1905 K
• 卷排序：224

文摘

A framework of bin-based classifier fusion for score level fusion of multibiometrics is proposed. It recovers identity information lost in feature extraction and template matching phase. Recovered information is well combined by ensemble learning methods.