Discriminative learning in biometrics

• 作者： Zhang, David, author.
• 其他作者：
  • Xu, Yong, author.
  • Zuo, Wangmeng, author.
  • SpringerLink (Online service)
• 出版： Singapore : Springer Singapore :Imprint: Springer
• 主題： Biometry. , Computer science. , Pattern perception. , Computer Science. , Biometrics. , Pattern Recognition.
• ISBN： 9789811020568 (electronic bk.) 、 9789811020551 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 1. Discriminative Learning in Biometrics -- 2. Metric Learning with Biometric Applications -- 3. Sparse Representation-based Classification for Biometric Recognition -- 4. Discriminative Features for Palmprint Authentication -- 5. Orientation Features and Distance Measure of Palmprint Authentication -- 6. Multifeature Palmprint Authentication -- 7. Discriminative Learning via Encouraging Virtual Face Images -- 8. Sparse Representation-based Methods for Face Recognition -- 9. Fusion Methodologies of Multiple Traits -- 10. Discussions and Future Work.
• More
• 摘要註: 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.
• 讀者標籤：

  需登入
• 引用連結：

  Copy Link
• 目前引用數
• Share: