Biometrics: Theory, Methods, and Applications (Hardcover)

This book fills a gap in the literature by detailing the recent advances and emerging theories, methods, and applications of biometric systems in a variety of infrastructures. Edited by a panel of experts, it provides comprehensive coverage of:

• Multilinear discriminant analysis for biometric signal recognition
• Biometric identity authentication techniques based on neural networks
• Multimodal biometrics and design of classifiers for biometric fusion
• Feature selection and facial aging modeling for face recognition
• Geometrical and statistical models for video-based face authentication
• Near-infrared and 3D face recognition
• Recognition based on fingerprints and 3D hand geometry
• Iris recognition and ECG-based biometrics
• Online signature-based authentication
• Identification based on gait
• Information theory approaches to biometrics
• Biologically inspired methods and biometric encryption
• Biometrics based on electroencephalography and event-related potentials

Biometrics: Theory, Methods, and Applications is an indispensable resource for researchers, security experts, policymakers, engineers, and graduate students.

生物識別技術的深入探討

本書填補了文獻中的一個空白，詳細介紹了生物識別系統在各種基礎設施中的最新進展和新興理論、方法和應用。由專家小組編輯，全面涵蓋了以下內容：

- 基於多線性判別分析的生物識別信號識別
- 基於神經網絡的生物識別身份驗證技術
- 多模態生物識別和生物識別融合分類器設計
- 特徵選擇和面部老化建模用於人臉識別
- 基於幾何和統計模型的基於視頻的人臉驗證
- 近紅外和3D人臉識別
- 基於指紋和3D手部幾何的識別
- 虹膜識別和基於心電圖的生物識別
- 在線簽名驗證
- 基於步態的識別
- 生物識別的信息理論方法
- 生物啟發方法和生物識別加密
- 基於腦電圖和事件相關電位的生物識別

《生物識別：理論、方法和應用》是研究人員、安全專家、政策制定者、工程師和研究生的必備資源。