Adaptive Biometric Systems: Recent Advances and Challenges

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Adaptive Biometric Systems: Recent Advances and Challenges

Adaptive Biometric Systems: Recent Advances and Challenges By Ajita Rattani, Fabio Roli, Eric Granger
2015 | 146 Pages | ISBN: 3319248634 | PDF | 4 MB

This 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. Features: presents a thorough introduction to the concept of adaptive biometric systems; 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.
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Tags: Adaptive, Biometric, Systems, Recent, Advances, Challenges

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