Adaptive Biometric Systems Recent Advances and Challenges
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- Hardcover
- Taschenbuch ausgewählt
- eBook
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Sprache:Englisch
Fr. 73.90
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
23.08.2016
Abbildungen
X, 44 illus., 24 illus. in color., farbige Illustrationen, schwarz-weiss Illustrationen
Herausgeber
Ajita Rattani + weitereVerlag
SpringerSeitenzahl
134
Maße (L/B/H)
23.5/15.5/0.9 cm
Gewicht
230 g
Auflage
Softcover reprint of the original 1st edition 2015
Sprache
Englisch
ISBN
978-3-319-37222-8
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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