3D Local Convolutional Neural Networks for Gait Recognition. Zhen Huang, Dixiu Xue, Xu Shen, Xinmei Tian, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua. In this work, we present a new …

To overcome these issues, we propose novel 3D local operations as a generic fam-ily of building blocks for 3D gait recognition backbones. The proposed 3D local operations support the …

May 19, 2023 · In this paper, we propose a two-branch gait recognition network containing global and local branches, which extracts local and global spatio-temporal gait features using 3D …

Experiments demonstrate that our 3D local convolutional neural networks achieve state-of-the-art performance on popular gait datasets. Code is available at: …

3D Local Convolutional Neural Networks for Gait Recognition. Zhen Huang, Dixiu Xue, Xu Shen, Xinmei Tian, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua. In this work, we present a new …

Experiments demonstrate that our 3D local convolutional neural networks achieve state-of-the-art performance on popular gait datasets. Code is available at: …

In this work, we present a new building block for 3D CNNs with local information incorporated, termed as 3D local convolutional neural networks. Our local operations can be combined with …

Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network - W. Shang et al. 2020 CVPR2020

Gait recognition is a promising avenue for identification and authentication due to the uniqueness of individual strides. This project proposes a novel approach using 3D convolutional neural …

3D Local Convolutional Neural Networks for Gait Recognition. Zhen Huang, Dixiu Xue, Xu Shen, Xinmei Tian, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua. In this work, we present a new …