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商品詳細
Adaptive Biometric Systems: Recent Advances and Challenges. Softcover reprint of the original 1st ed. 2015
・ISBN 978-3-319-37222-8 paper EUR 49.99
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| 著者・編者 | Rattani, Ajita / Roli, Fabio / Granger, Eric (eds.), |
|---|---|
| シリーズ | (Advances in Computer Vision and Pattern Recognition) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2016 |
| ページ数 | 134 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-70808＞ |
解説
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.