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Full Description
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.
Contents
I2R Systems in NIST Speaker Recognition Evaluation; Speech Characterization and Feature Extraction for Speaker Recognition; A Knowledge-Based Approach to Speech Recognition; Fundamentals of Edge-Based Face Recognition; Robust Face Recognition; Kernel Nonlinear Discriminating Features for Face Recognition; 3D Face Recognition; An Introduction to Fingerprint Recognition; Minutia-Based Fingerprint Recognition; Robust Reference Point Detection for Fingerprint Verification Using a Gradient Probabilistic Model; Constrained Nonlinear Phase Portrait Model of Fingerprints Orientation and Its Application for Fingerprints Classification; Gummy Fingers; Fingerprint Focal Point Localization; Silhouette-Based Gait Recognition; Handwriting and Signature Biometrics; An Introduction to Human Activity Analysis; A Vision System for Recognition of Behavioral Biometrics in Pool Environment; Human Metric Constrained Efficient Human Detection from Images; Multimodal Biometrics Fusion: An Overview and Some Recent Developments; User-Specific Score Normalization and Fusion for Biometric Person Recognition; Cancelable Biometrics: Multiple Random Projections and Its Extensions; Hand-Geometry Recognition; Biometric Authentication for Mobile Communication Applications; Contextual Modeling of Functional MR Images; and other papers.
