Adaptive Biometric Systems: Recent Advances and Challenges

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 331937222X
• ISBN13: 9783319372228
• Release Date: August 2016
• Publisher: Springer
• Length: 134 Pages
• Weight: 0.47 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"