2D Pose Estimation based Child Action Recognition

Mohottala, Sanka, Abeygunawardana, Sandun, Samarasinghe, Pradeepa, Kasthurirathna, Dharshana, Abhayaratne, Charith

arXiv.org Artificial Intelligence 

We present a graph convolutional network with 2D pose estimation for the first time on child action recognition task achieving on par results with an RGB modality based model on a novel benchmark dataset containing unconstrained environment based videos.

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