书目名称 | Discriminative Learning in Biometrics |
编辑 | David Zhang,Yong Xu,Wangmeng Zuo |
视频video | http://file.papertrans.cn/282/281228/281228.mp4 |
概述 | Summarizes the latest studies on discriminative learning methods and their applications to biometric recognition.Covers different biometric recognition technologies, including face recognition, palmpr |
图书封面 |  |
描述 | 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.. . |
出版日期 | Book 2016 |
关键词 | Biometrics; Discriminative learning; Palmprint authentication; Face recognition; Multi-biometrics; Patter |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-10-2056-8 |
isbn_softcover | 978-981-10-9515-3 |
isbn_ebook | 978-981-10-2056-8 |
copyright | Springer Science+Business Media Singapore 2016 |