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Title Adaptive biometric systems : recent advances and challenges / Ajita Rattani, Fabio Roli, Eric Granger, editors
Published Cham : Springer, 2015
©2015

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Description 1 online resource (x, 134 pages) : illustrations
Series Advances in computer vision and pattern recognition
Advances in computer vision and pattern recognition.
Contents Machine generated contents note: 1. Introduction to Adaptive Biometric Systems / Ajita Rattani -- 2. Context-Sensitive Self-Updating for Adaptive Face Recognition / F. Roli -- 3. Handling Session Mismatch by Semi-supervised-Based Co-training Scheme / Ajita Rattani -- 4. Hybrid CRF/HMM for One-Shot Gesture Learning / Thierry Paquet -- 5. Online Learning-Based Adaptive Biometric System / M. Blumenstein -- 6. Adaptive Facial Recognition Under Ageing Effect / Gian Luca Foresti -- 7. Adaptive Score Level Fusion Scheme for Multimodal Biometrie Systems / Phalguni Gupta
Summary This timely and interdisciplinary volume presents a detailed overview of the latest advances and challenges remaining in the field of adaptive biometric systems. A broad range of techniques are provided from an international selection of pre-eminent authorities, collected together under a unified taxonomy and designed to be applicable to any pattern recognition system. Topics and features: Presents a thorough introduction to the concept of adaptive biometric systems, detailing their taxonomy, levels of adaptation, and open issues and challenges Reviews systems for adaptive face recognition that perform self-updating of facial models using operational (unlabeled) data Describes a novel semi-supervised training strategy known as fusion-based co-training Examines the characterization and recognition of human gestures in videos Discusses a selection of learning techniques that can be applied to build an adaptive biometric system Investigates procedures for handling temporal variance in facial biometrics due to aging Proposes a score-level fusion scheme for an adaptive multimodal biometric system This comprehensive text/reference will be of great interest to researchers and practitioners engaged in systems science, information security or biometrics. Postgraduate and final-year undergraduate students of computer engineering will also appreciate the coverage of intelligent and adaptive schemes for cutting-edge pattern recognition and signal processing in changing environments
Bibliography Includes bibliographical references and index
Notes English
Online resource; title from PDF title page (EBSCO, viewed October 28, 2015)
Subject Biometric identification.
Identification -- Automation
Computer networks -- Access control.
Pattern recognition.
Imaging systems & technology.
Artificial intelligence.
COMPUTERS -- General.
Biometric identification
Computer networks -- Access control
Identification -- Automation
Form Electronic book
Author Rattani, Ajita, editor
Roli, Fabio, editor
Granger, Eric, editor
ISBN 9783319248653
3319248650