Performance Evaluation of Markerless 3D Skeleton Pose Estimates with Pop Dance Motion Sequence

• Main Authors: Labuguen, Rollyn T, Negrete, Salvador Blanco, Kogami, Tonan, Ingco, Wally Enrico M, Shibata, Tomohiro
• Format: text
• Published: Archīum Ateneo 2020
• Subjects: Cameras; Three-dimensional displays; Videos; Two dimensional displays; Calibration; Synchronization; Pose estimation; markerless human pose estimation; OpenPose evaluation; motion capture; pop dance; Anatomy; Electrical and Computer Engineering
• Online Access: https://archium.ateneo.edu/ecce-faculty-pubs/119; https://ieeexplore.ieee.org/document/9306581
• Institution: Ateneo De Manila University

The evaluation of markerless pose estimation performed by OpenPose has been getting much attention from researchers of human movement studies. This work aims to evaluate and compare the output joint positions estimated by the OpenPose with a marker-based motion-capture data recorded on a pop dance m...