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

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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 ...

Machine Learning Techniques for Gait Biometric Recognition: Using the Ground Reaction Force 2016, Springer

ISBN-13: 9783319290867

2016 edition

Hardcover

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