shinanzou / cstl

ICCV 2021 PAPER

Context-Sensitive-Temporal-Feature-Learning-for-Gait-Recognition

ICCV 2021 PAPER is available at Context-Sensitive-Temporal-Feature-Learning-for-Gait-Recognition.

Note

Due to the 64 x 44 silhouettes are in a low resolution, the experiment results will oscillate from time to time. Therefore, we highly recommend you guys to conduct experiments with 128 x 88 resolution on CASIA-B dataset, which produces relatively stable results.

Usage

The dataset path can be set in config.py.

Train command:

python train.py

Inference command:

python test.py

Citation

Citation Format:

@inproceedings{huang2021context, 
  title={Context-Sensitive Temporal Feature Learning for Gait Recognition}, 
  author={Huang, Xiaohu and Zhu, Duowang and Wang, Hao and Wang, Xinggang and Yang, Bo and He, Botao and Liu, Wenyu and Feng, Bin},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={12909--12918},
  year={2021}
}