High-order correlation network for video recognition

W Dong, Z Wang, B Zhang, J Zhang… - 2022 International Joint …, 2022 - ieeexplore.ieee.org
How to model global video representation is an important research content of video
recognition. Among current convolutional neural network (CNN) based methods, only using …

Gsoanet: Group second-order aggregation network for video action recognition

Z Wang, W Dong, B Zhang, J Zhang, X Liu, B Liu… - Neural Processing …, 2023 - Springer
In video action recognition, the existing methods mostly utilize global average pooling at the
end of the network to aggregate spatio-temporal features of the video to generate global …