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Discriminative Learning in Biometrics
David ZhangYong XuWangmeng Zuo
出版Springer, 2016-10-26
主題Computers / Artificial Intelligence / Computer Vision & Pattern RecognitionComputers / Optical Data ProcessingComputers / Software Development & Engineering / General
ISBN98110205669789811020568
URLhttp://books.google.com.hk/books?id=EJRjDQAAQBAJ&hl=&source=gbs_api
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註釋This monograph describes the latest advances in discriminative learning methods for biometric recognition. Specifically, it focuses on three representative categories of methods: sparse representation-based classification, metric learning, and discriminative feature representation, together with their applications in palmprint authentication, face recognition and multi-biometrics. The ideas, algorithms, experimental evaluation and underlying rationales are also provided for a better understanding of these methods. Lastly, it discusses several promising research directions in the field of discriminative biometric recognition.