An Improved Graph Pooling Network for Skeleton-Based Action Recognition

C Wu, XJ Wu, T Xu, J Kittler - arXiv preprint arXiv:2404.16359, 2024 - arxiv.org
Pooling is a crucial operation in computer vision, yet the unique structure of skeletons
hinders the application of existing pooling strategies to skeleton graph modelling. In this …

Enhancing One-Shot Action Recognition from Occluded Skeletons with a Spatial-Temporal Denoising AutoEncoder

S Liu, C Liu, H Qiu - … of Chinese Association of Automation (YAC …, 2024 - ieeexplore.ieee.org
In this paper, we tackle the challenge of one-shot action recognition from occluded skeleton
data. The task uses limited labeled samples to learn an action recognition model to cope …