Biometrics: Theory, Methods, and Applications (Hardcover)
N. V. Boulgouris, Konstantinos N. Plataniotis, Evangelia Micheli-Tzanakou
- 出版商: IEEE
- 出版日期: 2009-11-01
- 定價: $4,600
- 售價: 6.6 折 $3,036 (限時優惠至 2024-10-31)
- 語言: 英文
- 頁數: 762
- 裝訂: Hardcover
- ISBN: 0470247827
- ISBN-13: 9780470247822
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商品描述
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.
商品描述(中文翻譯)
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。