Skip to content

x-xc/SACB_Net

Repository files navigation

SACB-Net: Spatial-awareness Convolutions for Medical Image Registration

The official implementation of SACB-Net CVPR arXiv

Env

#pip < 24.1
conda create -n myenv python=3.9
conda activate myenv
pip install -r requirements.txt

Dataset

Thanks @Junyu for [the preprocessed IXI data] Abdomen CT-CT LPBA

Weights Download

Google Drive.

Citation

@InProceedings{Cheng_2025_CVPR,
    author    = {Cheng, Xinxing and Zhang, Tianyang and Lu, Wenqi and Meng, Qingjie and Frangi, Alejandro F. and Duan, Jinming},
    title     = {SACB-Net: Spatial-awareness Convolutions for Medical Image Registration},
    booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR)},
    month     = {June},
    year      = {2025},
    pages     = {5227-5237}
}

Acknowledgments

We sincerely acknowledge the ModeT, CANNet and TransMorph projects.

About

SACB-Net: Spatial-awareness Convolutions for Medical Image Registration(CVPR2025)

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages