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Open access Sep 2026

Variational autoencoder in analysis of motion capture data

The aim of this study was to present the applicability of Variational Autoencoders (VAE) in the analysis and generation of human gait data, represented by multivariate sequences containing rotations of skeletal joints or 3D positions of anatomically significant body points. The proposed framework offers two main advant...

Marcel Furs, D. Hanak, A. Świtoński · 0 citations

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