Mohottala, SAbeygunawardana, SSamarasinghe, PKasthurirathna, DAbhayaratne, C2023-01-232023-01-232022-11S. Mohottala, S. Abeygunawardana, P. Samarasinghe, D. Kasthurirathna and C. Abhayaratne, "2D Pose Estimation based Child Action Recognition," TENCON 2022 - 2022 IEEE Region 10 Conference (TENCON), Hong Kong, Hong Kong, 2022, pp. 1-7, doi: 10.1109/TENCON55691.2022.9977799.21593442https://rda.sliit.lk/handle/123456789/3141We present a graph convolutional network with 2D pose estimation for the first time on child action recognition task achieving on par results with LRCN on a benchmark dataset containing unconstrained environment based videos.enchild action recognitiongraph convolutional networksLong-term recurrent convolutional networktransfer learningArticle10.1109/TENCON55691.2022.9977799