Commercial vision sensors and AI-based pose estimation frameworks for markerless motion analysis in sports and exercises: a mini review

Kinematic and biomechanical analysis in monitoring human movement to assess athletes’ or patients’ motor control behaviors. Traditional motion capture systems provide high accuracy but are expensive and complex for the public. Recent advancements in markerless systems using videos captured with comm...

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الحاوية / القاعدة:	Frontiers in Physiology
المؤلفون الرئيسيون:	Saeid Edriss, Cristian Romagnoli, Lucio Caprioli, Vincenzo Bonaiuto, Elvira Padua, Giuseppe Annino
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	Frontiers Media S.A. 2025-08-01
الموضوعات:	markerless motion capture vision sensors pose estimation human movement analysis sports biomechanics kinematic analysis
الوصول للمادة أونلاين:	https://www.frontiersin.org/articles/10.3389/fphys.2025.1649330/full