Adaptive Biometric Systems : Recent Advances and Challenges (9783319372228)



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.


Product details

  • Paperback | 134 pages
  • 155 x 235 x 7.87mm | 2,292g
  • Cham, Switzerland
  • English
  • Softcover reprint of the original 1st ed. 2015
  • 20 Tables, color; 15 Tables, black and white; 24 Illustrations, color; 20 Illustrations, black and white; X, 134 p. 44 illus., 24 illus. in color.
  • 331937222X
  • 9783319372228


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