Wen Hsien Fang

Empowering Relational Network by Self-Attention Augmented Conditional Random Fields for Group Activity Recognition

This paper presents a novel relational network for group activity recognition. The core of our network is to augment the conditional random fields (CRF), amenable to learning inter-dependency of correlated observations, with the newly devised temporal and spatial self-attention to learn the temporal…