"DirecFormer: A Directed Attention in Transformer Approach to Robust Ac" by Thanh Dat Truong, Quoc Huy Bui et al.
Human action recognition has recently become one of the popular research topics in the computer vision community. Various 3D-CNN based methods have been presented to tackle both the spatial and temporal dimensions in the task of video action recognition with competitive results. However, these methods have suffered some fundamental limitations such as lack of robustness and generalization, e.g., how does the temporal ordering of video frames affect the recognition results? This work presents a n...
Transformer Based Directed Attention Directed Attention Action And Event Recognition Ideo Analysis And Understanding
Source: uow.edu.au