Publication: 2D Pose Estimation based Child Action Recognition
Type:
Article
Date
2022-11
Journal Title
Journal ISSN
Volume Title
Publisher
Institute of Electrical and Electronics Engineers Inc.
Abstract
We 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.
Description
Keywords
child action recognition, graph convolutional networks, Long-term recurrent convolutional network, transfer learning
Citation
S. 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.