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Book synopsis

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.

Book details

Book category Books in English Technology, engineering, agriculture Other technologies & applied sciences Applied optics

• Full title: Adaptive Biometric Systems
• Subtitle: Recent Advances and Challenges
• Author: Eric Granger, Ajita Rattani, Fabio Roli
• Language: English
• Binding: Paperback
• Number of pages: 134
• EAN: 9783319372228
• ISBN: 331937222X
• ID: 18051496
• Publisher: Springer International Publishing AG
• Weight: 2292 g
• Dimensions: 235 × 155 × 9 mm
• Date of publishing: 23. August 2016

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