SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition

Benchmark Model Rank Results
action-recognition-in-videos-on-ntu-rgbd-120Skelemotion + Yang et al. (skeleton only)#17Accuracy (Cross-Setup): 66.9Accuracy (Cross-Subject): 67.7
action-recognition-in-videos-on-ntu-rgbd-60Skelemotion + Yang et al. (Skeleton only)#22Accuracy (CS): 76.5Accuracy (CV): 84.7
skeleton-based-action-recognition-on-ntu-rgbd-120SkeleMotion + Yang et al. (2018)#63Accuracy (Cross-Subject): 67.7Accuracy (Cross-Setup): 66.9
skeleton-based-action-recognition-on-ntu-rgbd-120SkeleMotion [Magnitude-Orientation (TSA)]#65Accuracy (Cross-Subject): 62.9Accuracy (Cross-Setup): 63.0
skeleton-based-action-recognition-on-ntu-rgbd-60Skelemotion + Yang et al.#86Accuracy (CS): 76.5Accuracy (CV): 84.7