Adaptive Biometric Systems: Recent Advances and Challenges - Advances in Computer Vision and Pattern Recognition (Paperback)
  • Adaptive Biometric Systems: Recent Advances and Challenges - Advances in Computer Vision and Pattern Recognition (Paperback)
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Adaptive Biometric Systems: Recent Advances and Challenges - Advances in Computer Vision and Pattern Recognition (Paperback)

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£61.99
Paperback 134 Pages / Published: 23/08/2016
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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.

Publisher: Springer International Publishing AG
ISBN: 9783319372228
Number of pages: 134
Weight: 2292 g
Dimensions: 235 x 155 mm
Edition: Softcover reprint of the original 1st ed. 201

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