Please note: In order to keep Hive up to date and provide users with the best features, we are no longer able to fully support Internet Explorer. The site is still available to you, however some sections of the site may appear broken. We would encourage you to move to a more modern browser like Firefox, Edge or Chrome in order to experience the site fully.

Supporting your high street Find out how »
Machine Learning Techniques for Gait Biometric Recognition : Using the Ground Reaction Force, PDF eBook

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

PDF

Download - Immediately Available
Please note: eBooks can only be purchased with a UK issued credit card and all our eBooks (ePub and PDF) are DRM protected.

Description

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

Information

Other Formats

Save 15%

£44.99

£38.24

Download - Immediately Available
Add to Basket
Sign in to add to wishlist
 
Delivered to your inbox

to transfer to your device

eBook Help

Is this the right eBook for
my device? How do I download
this eBook? See help and FAQs pages

Information