Comparative Analysis of Markerless Motion Capture Systems for Measuring Human Kinematics

To date, there are several measurement methods for evaluating human kinematics based on inertial sensors or vision systems. However, a comprehensive comparison has not been undertaken to determine which of these systems offers the most appropriate accuracy for clinical or sports evaluations. This st...

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Veröffentlicht in:	IEEE sensors journal 2024-09, Vol.24 (17), p.28135-28144
Hauptverfasser:	Ceriola, Luca, Taborri, Juri, Donati, Marco, Rossi, Stefano, Patane, Fabrizio, Mileti, Ilaria
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Calibration Cameras Comparative analysis Computer vision Data analysis Error analysis Hip Human motion Image analysis inertial measurement unit (IMU) Inertial platforms Inertial sensing devices Joints (anatomy) Kinematics kinematics measurements Knee markerless system Measurement methods Motion capture Optoelectronics Root-mean-square errors sensors Systems analysis Three-dimensional displays Triangulation Vision systems
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