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Biometrics is the study of methods for uniquely recognizing humans based on one or more intrinsic physical or behavioral traits. After decades of research activities, biometrics, as a recognized scientific discipline, has advanced considerably both in practical technology and theoretical discovery to meet the increasing need of biometric deployments. In this book, the editors provide both a concise and accessible introduction to the field as well as a detailed coverage on the unique research problems with their solutions in a wide spectrum of biometrics research ranging from voice, face, fingerprint, iris, handwriting, human behavior to multimodal biometrics. The contributions also present the pioneering efforts and state-of-the-art results, with special focus on practical issues concerning system development. This book is a valuable reference for established researchers and it also gives an excellent introduction for beginners to understand the challenges.
Sample Chapter(s)
Chapter 1: Text-Independent Speaker Recognition (421 KB)
Chapter 15: Multimodal Biometrics: An Overview And Some Recent Developments (191 KB)
Contents:
- Voice:
- Text-Independent Speaker Recognition (Bin Ma and Haizhou Li)
- Distinctive Features in the Representation of Speech and Acoustic Correlates (Jeung-Yoon Choi)
- Speech Characterization and Feature Extraction for Speaker Recognition (Julien Epps and Eliathamby Ambikairajah)
- Face:
- Fundamentals of Edge-Based Face Recognition (Yongsheng Gao)
- Enhancing the Performance of Local Binary Patterns for Face Recognition by Spectral Regression (Bailing Zhang and Yanchun Zhang)
- Fundamentals in Kernel Discriminant Analysis and Feature Selection for Face Recognition (Qingshan Liu, Hanqing Lu and Dimitris N Metaxas)
- Fingerprint:
- Robust Reference Point Detection and Feature Extraction Algorithm in Fingerprint Verification System (Junbum Park, David K Han and Hanseok Ko)
- Constrained Non-linear Phase Portrait Model of Fingerprint Orientation and Its Application to Fingerprint Classification (Jun Li and Wei-Yun Yau)
- Gait:
- Human Identification by Fusion of Multiple Gait Representations (Euntai Kim, Sungjun Hong and Heesung Lee)
- Hand Geometry:
- Personal Verification from the Geometry of Human Hands (Vivek Kanhangad and Ajay Kumar)
- Handwriting:
- Writer Identification with Hybrid Edge Directional Features and Nonlinear Dimension Reduction (Bailing Zhang and Yanchun Zhang)
- Human Behavior Analysis:
- Human Group Activities: Database and Algorithms (Bingbing Ni, Shuicheng Yan and Ashraf Kassim)
- Swimmer Behavior Analysis and Early Drowning Detection at Pool (How-Lung Eng)
- Human Metric Constrained Human Detection (Liyuan Li)
- Multibiometrics:
- Multimodal Biometrics: An Overview and Some Recent Developments (Kar-Ann Toh)
- User-specific Score Normalization and Fusion for Biometric Person Recognition (Norman Poh)
- Multibiometric Authentication (Michael Wagner)
- Security and Others:
- Cancelable Biometrics: Multiple Random Projections and Its Extensions (Andrew Beng Jin Teoh)
- Biometric Authentication for Mobile Computing Applications (Fengling Han, Jiankun Hu and Ramamohanarao Kotagiri)
- Discriminative Framework of Neural Activation Analysis with fMRI (Yang Wang and Jagath C Rajapakse)
Readership: Information scientists and engineers specializing in this field.
