A simple K-nearest-neighbors classifier using centered skeleton poses achieved the highest accuracy (83%) on CAD-60 in this head-to-head comparison with SVM and growing neural gas methods.
OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation
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Human activity recognition from skeleton poses
A simple K-nearest-neighbors classifier using centered skeleton poses achieved the highest accuracy (83%) on CAD-60 in this head-to-head comparison with SVM and growing neural gas methods.