Emma J. Ratke

A deep-learning pipeline to extract clinical gait metrics from single-camera recordings.

Single camera markerless motion capture is a low-cost, accessible motion capture technology that could be used to improve clinical decision making. However, current models lack the spatial and anatomical fidelity required for research-grade analysis, which prevents accurate modelling of 3D human gait dynamics. The purp...