HSTL

This is the code for the paper Hierarchical Spatio-Temporal Representation Learning for Gait Recognition.

Operating Environments

Hardware Environment

Our code is running on a server with 8 GeForce RTX 3090 GPUs and a CPU model Intel(R) Core(TM) i7-9800X @ 3.80GHz.

Software Environment

• pytorch = 1.10
• torchvision
• pyyaml
• tensorboard
• opencv-python
• tqdm

Checkpoints

• The checkpoints for CASIA-B link
• The checkpoints for OUMVLP link

Acknowledgement

• The codebase is based on OpenGait.

Citation

@InProceedings{Wang_2023_ICCV,
    author    = {Wang, Lei and Liu, Bo and Liang, Fangfang and Wang, Bincheng},
    title     = {Hierarchical Spatio-Temporal Representation Learning for Gait Recognition},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2023},
    pages     = {19639-19649}
}