Lucas Mercier
PhD student · LIO, École de technologie supérieure
Montreal, Canada
I am a PhD student at the LIO laboratory (Laboratoire d'innovation ouverte en technologies de la santé) at ÉTS Montréal, working at the intersection of computer vision and biomechanics. My research focuses on human pose estimation and its application to markerless motion analysis. I also developed some tools, like a pose estimation framework to address the reproducibility problem deep-learning tasks.
Research interests
Publications
Effect of markers in training dataset for markerless applications in biomechanics
Published abstracts
Framework for the application of markerless motion capture to biomechanics
Markerless motion capture accuracy in children with cerebral palsy and typically developing children
Conference presentations
Using knee kinesiography to train markerless pose estimation models for first-line kinematic assessment in knee osteoarthritis
Evaluation of 3D marker-less motion capture precision in upper limb children movement
Étude de l'impact de la présence des marqueurs pour l'estimation de la pose humaine
Awards & grants
Bourse de collaboration de recherche — Société de Biomécanique
Excellence grant for scientific communication activities