Behavioral Gait Biometrics in VR: Is the Use of Synthetic Samples Able to Increase Person Identification Metrics?

• Published in: Computer animation and virtual worlds Vol. 36; no. 2
• Main Author: Sawicki, Aleksander
• Format: Journal Article
• Language: English
• Published: Hoboken, USA John Wiley & Sons, Inc 01.03.2025; Wiley Subscription Services, Inc
• Subjects: accelerometer; Biometrics; Butterworth filters; Data acquisition; deep learning; Gait; Motion sensors; synthetic samples

ABSTRACT In this paper, we present an approach to build a biometric system capable of identifying subjects based on gait. The experiments were carried out with a proprietary gait corpus collected from 100 subjects. In the data acquisition process, we used a commercially available perception neuron b...