Adaptive Biometric Systems
Produktnummer:
187f685e5c5bd4449289997140f52072aa
| Themengebiete: | Adaptive Biometrics Adaptive Pattern Recognition Computational Biometrics Intelligent Systems Pattern Recognition |
|---|---|
| Veröffentlichungsdatum: | 23.08.2016 |
| EAN: | 9783319372228 |
| Sprache: | Englisch |
| Seitenzahl: | 134 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Granger, Eric Rattani, Ajita Roli, Fabio |
| Verlag: | Springer International Publishing |
| Untertitel: | Recent Advances and Challenges |
Produktinformationen "Adaptive Biometric Systems"
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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