Advances in Computer Vision and Pattern Recognition

Adaptive Biometric Systems

Recent Advances and Challenges

Editors: Rattani, Ajita, Roli, Fabio, Granger, Eric (Eds.)

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  • 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 at which the process of adaptation can be performed
  • Presents interdisciplinary coverage, bridging areas of computational intelligence, pattern recognition, machine learning, and signal processing
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eBook $69.99
price for Mexico
  • ISBN 978-3-319-24865-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for Mexico
  • ISBN 978-3-319-24863-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $89.99
price for Mexico
  • ISBN 978-3-319-37222-8
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
About this book

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.

About the authors

Dr. Ajita Rattani is a post-doctoral fellow in the Integrated Pattern Recognition and Biometrics (i-PRoBe) lab at Michigan State University, East Lansing, MI, USA. Dr. Fabio Roli is a professor of computer engineering and the Director of the Pattern Recognition and Applications (PRA) lab at the University of Cagliari, Italy. Dr. Eric Granger is a professor in the Department of Automated Manufacturing Engineering and the Director of the Laboratory for Imagery, Vision and Artificial Intelligence at the École de technologie supérieure (ÉTS), Montréal, QC, Canada.

Table of contents (7 chapters)

Table of contents (7 chapters)

Buy this book

eBook $69.99
price for Mexico
  • ISBN 978-3-319-24865-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for Mexico
  • ISBN 978-3-319-24863-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $89.99
price for Mexico
  • ISBN 978-3-319-37222-8
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Adaptive Biometric Systems
Book Subtitle
Recent Advances and Challenges
Editors
  • Ajita Rattani
  • Fabio Roli
  • Eric Granger
Series Title
Advances in Computer Vision and Pattern Recognition
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-24865-3
DOI
10.1007/978-3-319-24865-3
Hardcover ISBN
978-3-319-24863-9
Softcover ISBN
978-3-319-37222-8
Series ISSN
2191-6586
Edition Number
1
Number of Pages
X, 134
Number of Illustrations
20 b/w illustrations, 24 illustrations in colour
Topics