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

by Isaac Woungang, Issa Traore, Eric James Mason, et al.

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. In addition, an in-depth analysis of existing recognition techniques that are best suited for performing footstep GRF-based person recognition is also...

• Format: Hardcover
• Language: English
• ISBN: 331929086X
• ISBN13: 9783319290867
• Release Date: February 2016
• Publisher: Springer
• Length: 223 Pages
• Weight: 1.19 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"