CNN-Image-Fusion
所属分类：人工智能/神经网络/深度学习
开发工具：matlab
文件大小：33938KB
下载次数：3
上传日期：2022-12-01 12:13:12
上 传 者：
sh-1993
说明： CNN图像融合，“基于卷积神经网络的医学图像融合方法”的MATLAB代码
(CNN-Image-Fusion,MATLAB code for ‘A medical image fusion method based on convolutional neural networks’)
文件列表:
ConvertRGBtoYUV.m (563, 2022-12-01)
ConvertYUVtoRGB.m (603, 2022-12-01)
MyDatasets (0, 2022-12-01)
MyDatasets\CT-MRI (0, 2022-12-01)
MyDatasets\CT-MRI\test (0, 2022-12-01)
MyDatasets\CT-MRI\test\CT (0, 2022-12-01)
MyDatasets\CT-MRI\test\CT\16009.png (16343, 2022-12-01)
MyDatasets\CT-MRI\test\CT\16010.png (16343, 2022-12-01)
MyDatasets\CT-MRI\test\CT\16011.png (15832, 2022-12-01)
MyDatasets\CT-MRI\test\CT\16012.png (15434, 2022-12-01)
MyDatasets\CT-MRI\test\CT\16013.png (14548, 2022-12-01)
MyDatasets\CT-MRI\test\CT\16014.png (13659, 2022-12-01)
MyDatasets\CT-MRI\test\CT\16015.png (13008, 2022-12-01)
MyDatasets\CT-MRI\test\CT\20013.png (13504, 2022-12-01)
MyDatasets\CT-MRI\test\CT\2004.png (11345, 2022-12-01)
MyDatasets\CT-MRI\test\CT\2010.png (13091, 2022-12-01)
MyDatasets\CT-MRI\test\CT\2013.png (12309, 2022-12-01)
MyDatasets\CT-MRI\test\CT\21014.png (13948, 2022-12-01)
MyDatasets\CT-MRI\test\CT\28011.png (14669, 2022-12-01)
MyDatasets\CT-MRI\test\CT\32011.png (17621, 2022-12-01)
MyDatasets\CT-MRI\test\CT\33013.png (17255, 2022-12-01)
MyDatasets\CT-MRI\test\CT\34008.png (18730, 2022-12-01)
MyDatasets\CT-MRI\test\CT\34010.png (19471, 2022-12-01)
MyDatasets\CT-MRI\test\CT\37011.png (15860, 2022-12-01)
MyDatasets\CT-MRI\test\CT\41010.png (18018, 2022-12-01)
MyDatasets\CT-MRI\test\CT\41011.png (18285, 2022-12-01)
MyDatasets\CT-MRI\test\CT\41012.png (18043, 2022-12-01)
MyDatasets\CT-MRI\test\CT\41013.png (17839, 2022-12-01)
MyDatasets\CT-MRI\test\CT\41014.png (17328, 2022-12-01)
MyDatasets\CT-MRI\test\CT\41015.png (16735, 2022-12-01)
MyDatasets\CT-MRI\test\MRI (0, 2022-12-01)
MyDatasets\CT-MRI\test\MRI\16009.png (24243, 2022-12-01)
MyDatasets\CT-MRI\test\MRI\16010.png (26410, 2022-12-01)
MyDatasets\CT-MRI\test\MRI\16011.png (24565, 2022-12-01)
MyDatasets\CT-MRI\test\MRI\16012.png (23809, 2022-12-01)
MyDatasets\CT-MRI\test\MRI\16013.png (22679, 2022-12-01)
MyDatasets\CT-MRI\test\MRI\16014.png (21819, 2022-12-01)
MyDatasets\CT-MRI\test\MRI\16015.png (20480, 2022-12-01)
MyDatasets\CT-MRI\test\MRI\20013.png (20287, 2022-12-01)
... ...
## MATLAB Code
A Medical Image Fusion Method Based on Convolutional Neural Networks
```
@inproceedings{liu2017medical,
title={A medical image fusion method based on convolutional neural networks},
author={Liu, Yu and Chen, Xun and Cheng, Juan and Peng, Hu},
booktitle={2017 20th international conference on information fusion (Fusion)},
pages={1--7},
year={2017},
organization={IEEE}
}
```
## Run
`Script.m` for PET-MRI or SPECT-MRI image fusion.
`Script_CT.m` for CT-MRI image fusion
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