| Title | : | Discriminative Learning in Biometrics |
|---|---|---|
| Author | : | David Zhang, Yong Xu & Wangmeng Zuo |
| Release | : | 2016-10-26 |
| Kind | : | ebook |
| Genre | : | Computers & Internet, Books, Computers |
| Size | : | 7939951 |
| 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. |
