A statistical pipeline using Riemannian shape representations, temporal alignment, PCA, and Gaussian models can generate new human motion sequences in industrial settings, with SIEM/SequentialPCA/MVG performing best in the paper's comparisons.
17 shows the detailed simulation process for the IS-TVF/SequentialPCA/MVG model
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Statistical Emulations of Human Operational Motions in Industrial Environments
A statistical pipeline using Riemannian shape representations, temporal alignment, PCA, and Gaussian models can generate new human motion sequences in industrial settings, with SIEM/SequentialPCA/MVG performing best in the paper's comparisons.