期刊全称 | Adaptive Biometric Systems | 期刊简称 | Recent Advances and | 影响因子2023 | Ajita Rattani,Fabio Roli,Eric Granger | 视频video | | 发行地址 | The first book dedicated to the emerging field of adaptive biometric systems.Describes the schemes and learning mechanisms involved in biometric system adaptation, and provides insight into the levels | 学科分类 | Advances in Computer Vision and Pattern Recognition | 图书封面 |  | 影响因子 | .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.. | Pindex | Book 2015 |
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