Machine Learning Techniques for Gait Biometric Recognition

Name: Machine Learning Techniques for Gait Biometric Recognition
Brand: Springer International Publishing AG
SKU: 9783319290867
Price: 1147 CZK
Availability: InStock

Using the Ground Reaction Force

Autor: James Eric Mason, Issa Traore, Isaac Woungang

Jazyk:

Vazba: Pevná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

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This book focuses on how machine learning techniques can be used to analyze and make use of one part...

Informace o knize

Autor

James Eric Mason, Issa Traore, Isaac Woungang

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2016

Stránek

223

EAN

9783319290867

ISBN

331929086X

Enbook ID

02876432

Vydavatel

Springer International Publishing AG

Hmotnost

5148

Rozměry

155 x 235 x 20

Kompletní popis

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.

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Machine Learning Techniques for Gait Biometric Recognition

Using the Ground Reaction Force

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také