Machine Learning Techniques for Gait Biometric Recognition

Using the Ground Reaction Force

By: James Eric Mason, Issa TraorÃ©, Isaac Woungang

Write A Review

Hardcover | 12 February 2016

At a Glance

Hardcover
260 Pages

Dimensions(cm)
23.5 x 15.88 x 1.91

Hardcover

$84.99

or 4 interest-free payments of $21.25 with

or

Ships in 5 to 7 business days

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 proposed, as well as a comparison of feature extractors, normalizers, and classifiers configurations that were never directly compared with one another in any previous GRF recognition research. Finally, a detailed theoretical overview of many existing machine learning techniques is presented, leading to a proposal of two novel data processing techniques developed specifically for the purpose of gait biometric recognition using GRF.

This book

· introduces novel machine-learning-based temporal normalization techniques

· bridges research gaps concerning the effect of footwear and stepping speed on footstep GRF-based person recognition

· provides detailed discussions of key research challenges and open research issues in gait biometrics recognition

· compares biometrics systems trained and tested with the same footwear against those trained and tested with different footwear

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.