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Anotace knihy

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.§§

Parametry knihy

Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Other technologies & applied sciences Applied optics

• Plný název: Adaptive Biometric Systems
• Podnázev: Recent Advances and Challenges
• Autor: Ajita Rattani, Fabio Roli, Eric Granger
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 134
• EAN: 9783319248639
• ISBN: 3319248634
• ID: 09523678
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 360 g
• Rozměry: 164 × 284 × 13 mm
• Datum vydání: 23. October 2015

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