TY  - BOOK
AU  - Rattani,Ajita
AU  - Roli,Fabio
AU  - Granger,Eric
ED  - SpringerLink (Online service)
TI  - Adaptive Biometric Systems: Recent Advances and Challenges 
T2  - Advances in Computer Vision and Pattern Recognition,
SN  - 9783319248653
AV  - QH323.5 
PY  - 2015///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Biometrics
KW  - Optical pattern recognition
KW  - Artificial intelligence
KW  - Pattern Recognition
KW  - Signal, Image and Speech Processing
KW  - Artificial Intelligence
N2  - This timely and 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. Topics and features: Presents a thorough introduction to the concept of adaptive biometric systems, detailing their taxonomy, levels of adaptation, and open issues and challenges 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 This comprehensive text/reference will be of great interest to researchers and practitioners engaged in systems science, information security or biometrics. Postgraduate and final-year undergraduate students of computer engineering will also appreciate the coverage of intelligent and adaptive schemes for cutting-edge pattern recognition and signal processing in changing environments
UR  - https://doi.org/10.1007/978-3-319-24865-3
ER  -