yuliu316316 / CNN-Medical-Fusion

CNN-Medical-Fusion

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

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

This package contains the code which is associated with the following papers:

[1] Yu Liu, Xun Chen, Juan Cheng, Hu Peng, "A medical image fusion method based on convolutional neural networks", 20th International Conference on Information Fusion, Xi'an, China, 2017, pp. 1070-1060.
[2] Yu Liu, Xun Chen, Hu Peng, Zengfu Wang, "Multi-focus image fusion with a deep convolutional neural network", Information Fusion, vol. 36, pp. 191-207, 2017.

Edited by Yu Liu, 27-OCT-2017.   

Usage of this code is free for research purposes only. 

Please refer to the above papers if you use this code. Thank you.

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

The demo files are:
Script_gray.m for the fusion of two gray-scale images
Script_color.m for the fusion of one gray-scale (anatomical) image and one color (functional) image.  

The implementation of image pyramids originates from the code developed by Dr. T. Mertens, available at https://mericam.github.io/. We also use some code contained in the popular image fusion toolbox developed by Dr. O. Rockinger, available at http://www.metapix.de/toolbox.htm) are employed in our toolbox. We would like to thank Dr. Mertens and Dr. Rockinger for their great contributions.

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

Don¡¯t hesitate to contact me if you meet any problems when using this code.
Author: Yu Liu                                                            
Email: yuliu@hfut.edu.cn; lyuxxz@163.com
Homepage: https://sites.google.com/site/yuliu316316 (English)
          http://www.escience.cn/people/liuyu1 (Chinese)


Last update: 17-Jun-2018

About

CNN-Medical-Fusion


Languages

Language:MATLAB 100.0%