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portada Adaptive Biometric Systems: Recent Advances and Challenges
Type
Physical Book
Publisher
Language
English
Pages
134
Format
Paperback
Dimensions
23.4x15.6x0.8 cm
Weight
0.21 kg.
ISBN13
9783319372228

Adaptive Biometric Systems: Recent Advances and Challenges

Rattani, Ajita ; Roli, Fabio ; Granger, Eric (Author) · Springer · Paperback

Adaptive Biometric Systems: Recent Advances and Challenges - Rattani, Ajita ; Roli, Fabio ; Granger, Eric

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Synopsis "Adaptive Biometric Systems: Recent Advances and Challenges"

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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The book is written in English.
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