Simple yet efficient real-time pose-based action recognition

19 Apr 2019Dennis LudlThomas GuldeCristóbal Curio

Recognizing human actions is a core challenge for autonomous systems as they directly share the same space with humans. Systems must be able to recognize and assess human actions in real-time... (read more)

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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Skeleton Based Action Recognition J-HMDB EHPI Accuracy (RGB+pose) - # 11
Skeleton Based Action Recognition J-HMDB EHPI Accuracy (pose) 65.5 # 3
Skeleton Based Action Recognition JHMDB (2D poses only) EHPI Average accuracy of 3 splits 65.5 # 3