ASQuery: A Query-based Model for Action Segmentation

Z Gan, L **, L Nie, Z Wang, L Zhou, L Li… - … on Multimedia and …, 2024‏ - ieeexplore.ieee.org
For the task of temporal action segmentation, existing works commonly treat it as a frame-
wise classification problem. In this paper, we propose a straight but effective model namely …

Deep-Cogn: skeleton-based human action recognition for cognitive behavior assessment

S Elmi, M Bell, KL Tan - 2022 IEEE 34th International …, 2022‏ - ieeexplore.ieee.org
Skeleton-based human action recognition has received increasing attention in recent years.
It aims at extracting features on top of human skeletons and estimating human pose …

Convolutional Transformer with Similarity-based Boundary Prediction for Action Segmentation

D Du, B Su, Y Li, Z Qi, L Si… - 2022 IEEE 34th …, 2022‏ - ieeexplore.ieee.org
Action classification has made great progress, but segmenting and recognizing actions from
long videos remains a challenging problem. Recently, Transformer-based models with …