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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Main Authors: Mason, James Eric. (Author, http://id.loc.gov/vocabulary/relators/aut), Traoré, Issa. (http://id.loc.gov/vocabulary/relators/aut), Woungang, Isaac. (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Subjects:
Online Access:https://doi.org/10.1007/978-3-319-29088-1
Table of Contents:
  • Introduction
  • Background
  • Experimental Design and Dataset
  • Feature Extraction.-Normalization
  • Classification
  • Measured Performance
  • Experimental Analysis
  • Conclusion.