Skip to content

yuliu316316/MM-Net-Fusion

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

MM-Net

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

This package contains the source code which is associated with the following paper:

Yu Liu, Chen Yu, Juan Cheng, Z. Jane Wang, Xun Chen, "MM-Net: A MixFormer-Based Multi-Scale Network for Anatomical and Functional Image Fusion," IEEE Transactions on Image Processing, vol. 33, pp. 2197-2212, 2024.

Edited by Chen Yu and Yu Liu.

Usage of this code is free for research purposes only.

Please refer to the above publication if you use this code.

Thank you.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

Requirements:

  • CUDA 11.6
  • Python 3.8
  • Pytorch 1.11.0
  • Torchvision 0.12.0
  • Numpy 1.22.3
  • Tqdm 4.64.0
  • scipy 1.8.0

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

Test: test.py

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

Contact:

Don't hesitate to contact me if you meet any problems when using this code.

Yu Liu Department of Biomedical Engineering Hefei University of Technology
Email: yuliu@hfut.edu.cn; lyuxxz@163.com Homepage: https://sites.google.com/site/yuliu316316; https://github.com/yuliu316316

Last update: 21-March-2024

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages