Machine Learning Techniques for Gait Biometric Recognition Using the Ground Reaction Force /

This book focuses on how machine learning techniques can be used to analyze and make use of one particular category of behavioral biometrics known as the gait biometric. A comprehensive Ground Reaction Force (GRF)-based Gait Biometrics Recognition framework is proposed and validated by experiments....

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Bibliographic Details
Main Authors: Mason, James Eric (Author), Traoré, Issa (Author), Woungang, Isaac (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Subjects:
Signal processing.
Biometric identification.
Security systems.
Signal, Speech and Image Processing.
Biometrics.
Security Science and Technology.
Online Access:Full-text access
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Table of Contents:
  • Introduction
  • Background
  • Experimental Design and Dataset
  • Feature Extraction.-Normalization
  • Classification
  • Measured Performance
  • Experimental Analysis
  • Conclusion.

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