RGB-D data-based action recognition: a review

MB Shaikh, D Chai - Sensors, 2021 - mdpi.com
Classification of human actions is an ongoing research problem in computer vision. This
review is aimed to scope current literature on data fusion and action recognition techniques …

St-adapter: Parameter-efficient image-to-video transfer learning

J Pan, Z Lin, X Zhu, J Shao, H Li - Advances in Neural …, 2022 - proceedings.neurips.cc
Capitalizing on large pre-trained models for various downstream tasks of interest have
recently emerged with promising performance. Due to the ever-growing model size, the …

Multiview transformers for video recognition

S Yan, X ** your eye on the ball: Trajectory attention in video transformers
M Patrick, D Campbell, Y Asano… - Advances in neural …, 2021 - proceedings.neurips.cc
In video transformers, the time dimension is often treated in the same way as the two spatial
dimensions. However, in a scene where objects or the camera may move, a physical point …