Pose tracking

Pose tracking

We develop probabilistic machine learning models to reconstruct pose graphs from video and automatically classify behavior. We collaborate with Prof. James Cotton and the startup StriaTech.


Publications

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2024

Pawel A. Pierzchlewicz, Caio da Silva, James Cotton, Fabian H. Sinz Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation arXiv

2023

Paweł A. Pierzchlewicz, Mohammad Bashiri, R. James Cotton, Fabian H. Sinz Optimizing MPJPE promotes miscalibration in multi-hypothesis human pose lifting ICLR - tiny paper
conference paper · pose · openreview

2022

Paweł A. Pierzchlewicz, R. James Cotton, Mohammad Bashiri, Fabian H. Sinz Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv
preprint · pose · arXiv