10 citations · 11 across the 4 of their papers we have counts for
3 papers · 1 filter
STAG-Net: Structure-Aware Attention over Landmark Groups for Lightweight Head Pose Estimation
Asiri Gawesha Lindamulage, Sanka Mohottala, Dharshana Kasthurirathna +1
Head pose estimation is important for human computer interaction and driver monitoring, but many image based methods remain too costly for resource constrained deployment. We propo…
2D Pose Estimation based Child Action Recognition
Sanka Mohottala, Sandun Abeygunawardana, Pradeepa Samarasinghe +2
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…
Graph Neural Network based Child Activity Recognition
Sanka Mohottala, Pradeepa Samarasinghe, Dharshana Kasthurirathna +1
This paper presents an implementation on child activity recognition (CAR) with a graph convolution network (GCN) based deep learning model since prior implementations in this domai…