Adaptive Biometric Systems: Recent Advances and Challenges (Advances in Computer Vision and Pattern Recognition),Used

Adaptive Biometric Systems: Recent Advances and Challenges (Advances in Computer Vision and Pattern Recognition),Used

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SKU: DADAX3319248634
Brand: Springer
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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 preeminent 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 selfupdating of facial models using operational (unlabeled) data; describes a novel semisupervised training strategy known as fusionbased cotraining; 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 scorelevel fusion scheme for an adaptive multimodal biometric system.

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