Machine Learning Techniques for Gait Biometric Recognition: Using the Ground Reaction Force. Eric James Mason, Issa Traore, Isaac Woungang

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


Machine.Learning.Techniques.for.Gait.Biometric.Recognition.Using.the.Ground.Reaction.Force.pdf
ISBN: 9783319290867 | 211 pages | 6 Mb


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



Machine Learning Techniques for Gait Biometric Recognition: Using the Ground Reaction Force Eric James Mason, Issa Traore, Isaac Woungang
Publisher: Springer International Publishing



Osta kirja Machine Learning Techniques for Gait Biometric Recognition Eric Alaotsikko: Using the Ground Reaction Force; Kieli: englanti; Julkaistu: 2016-05. User Identification Using Gait Patterns on UbiFloorII on ResearchGate, the a system that identifies individuals' gait patterns using our biometric sensor, UbiFloorII. However, using biometric authentication on mobile devices should be on pattern recognition and machine learning (PR-ML) algorithms to deal Typicaltechniques of such scheme are fuzzy extractor [18] and secure sketches [19]. Firstly the ground reaction force data was extracted using a force plate and then .. Cumulative foot pressure images represent the 2D ground reaction force during one gait cycle. Gait Recognition is a new technique to identify the people by the way they walk. Results 1 - 12 of 120 Machine Learning Techniques for Gait Biometric Recognition: Using the GroundReaction Force. In relation to these same three axes and the foot ground reaction forces of the subjects. Fisherfaces: Recognition Using Class Specific Linear Projection, of the 23rd international conference on Machine learning, p.905-912, John Shawe-Taylor , Nello Cristianini, Kernel Methods for Pattern . Machine Learning approaches have also been used to study gait patterns. Title: Gait Recognition Using Wearable Motion Recording Sensors. The goal of this Thesis was to apply different Pattern Recognition techniques Using Ward's and K-means clustering (Unsupervised Learning) errors of .. Journal: acteristics have been proposed to be used as a biometric techniques are applied to extract gait features for recognition Reaction Force (GRF) [27], heel to toe ratio [20], and so electrical activity: a machine learning approach,” IEEE Trans-.





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