Biometrics

Beschreibung

An in-depth examination of the cutting edge of biometrics 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.
Edited by a panel of experts, this book fills a gap in the existing literature by comprehensively covering system, processing, and application aspects of biometrics, based on a wide variety of biometric traits. The book provides an extensive survey of biometrics theory, methods,and applications, making it an indispensable source of information for researchers, security experts, policy makers, engineers, practitioners, and graduate students. The book's wide and in-depth coverage of biometrics enables readers to build a strong, fundamental understanding of theory and methods, and provides a foundation for solutions to many of today's most interesting and challenging biometric problems. Biometric traits covered: Face, Fingerprint, Iris, Gait, Hand Geometry, Signature, Electrocardiogram (ECG), Electroencephalogram (EEG), physiological biometrics. Theory, Methods and Applications covered: Multilinear Discriminant Analysis, Neural Networks for biometrics, classifier design, biometric fusion, Event-Related Potentials, person-specific characteristic feature selection, image and video-based face, recognition/verification, near-infrared face recognition, elastic graph matching, super-resolution of facial images, multimodal solutions, 3D approaches to biometrics, facial aging models for recognition, information theory approaches to biometrics, biologically-inspired methods, biometric encryption, decision-making support in biometric systems, privacy in biometrics

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N. V. Boulgouris

Themen in »Biometrics«

Biometrics Biometrie Data Mining Data Mining Statistics Electrical & Electronics Engineering Elektrotechnik u. Elektronik Intelligent Systems & Agents Intelligente Systeme u. Agenten Statistics Statistik

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