Discriminative Learning in Biometrics - David Zhang Yong Xu Wangmeng Zuo Gebunden

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 discr iminative biometric recognition.