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Advanced pattern recognition technologies with applications to biometrics /

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Bibliographic Details
Corporate Author: IGI Global Online
Other Authors: Zhang, David, 1949-
Format: eBook
Language:English
Published: Hershey : Medical Information Science Reference, [2009]
Subjects:
Biometric identification.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Overview
  • Section I: biometric discriminant analysis
  • Discriminant analysis for biometric recognition
  • Discriminant criteria for pattern classification
  • Orthogonal discriminant analysis methods
  • Parameterized discriminant analysis methods
  • Two novel facial feature extraction methods
  • Section II: tensor technology
  • Tensor space
  • Tensor principle component analysis
  • Tensor linear discriminant analysis
  • Tensor independent component analysis and tensor non-negative factorization
  • Other tensor analysis and further direction
  • Section III: biometric fusion
  • From single biometrics to multi-biometrics
  • Feature level fusion
  • Matching score level fusion
  • Decision level fusion
  • Book summary.