| Adaptive Biometric Systems: Recent Advances and Challenges 2015 Edition Contributor(s): Rattani, Ajita (Editor), Roli, Fabio (Editor), Granger, Eric (Editor) |
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ISBN: 3319248634 ISBN-13: 9783319248639 Publisher: Springer OUR PRICE: $52.24 Product Type: Hardcover - Other Formats Published: November 2015 |
| Additional Information |
| BISAC Categories: - Computers | Computer Vision & Pattern Recognition - Technology & Engineering | Electronics - General - Technology & Engineering | Signals & Signal Processing |
| Dewey: 006.3 |
| Series: Advances in Computer Vision and Pattern Recognition |
| Physical Information: 0.38" H x 6.14" W x 9.21" (0.84 lbs) 134 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |