Machine Learning Techniques for Gait Biometric Recognition

Name: Machine Learning Techniques for Gait Biometric Recognition
Brand: Springer International Publishing AG
SKU: 9783319290867
Price: 277.75 RON
Availability: InStock

Using the Ground Reaction Force

Autor: James Eric Mason, Issa Traore, Isaac Woungang

Limbă:

Legare: Copertă tare

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

Expediem în 10-13 zile

277.75 lei

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

Informații despre carte

Autor

James Eric Mason, Issa Traore, Isaac Woungang

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2016

Pagini

223

EAN

9783319290867

ISBN

331929086X

Enbook ID

02876432

Editura

Springer International Publishing AG

Greutate

5148

Dimensiuni

155 x 235 x 20

Descriere completă

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.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Machine Learning Techniques for Gait Biometric Recognition

Using the Ground Reaction Force

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și