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Adaptive Biometric Systems

Name: Adaptive Biometric Systems
Brand: Springer International Publishing AG
SKU: 18051496
Price: 51.9 EUR
Availability: InStock
Author: Eric Granger
ISBN: 9783319372228

Recent Advances and Challenges

Eric Granger

Ajita Rattani

Fabio Roli

Language

English

Book Paperback

Libristo code: 18051496

Publishers Springer International Publishing AG, August 2016

This interdisciplinary volume presents a detailed overview of the latest advances and challenges rem... Full description

Libristo code: 18051496

125 b

51.90 €

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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.