CNN_infrared_visible_image_fusion
所属分类:matlab编程
开发工具:matlab
文件大小:1741KB
下载次数:9
上传日期:2019-06-18 00:40:05
上 传 者:
baba58
说明: Laplacian Pyramid, fusion of visible and infrared images
文件列表:
CNN_infrared_visible_image_fusion (0, 2018-06-18)
CNN_infrared_visible_image_fusion\Script.m (5288, 2018-06-17)
CNN_infrared_visible_image_fusion\band_fuse.m (426, 2017-10-27)
CNN_infrared_visible_image_fusion\boxfilter.m (931, 2013-10-04)
CNN_infrared_visible_image_fusion\es2.m (493, 2014-09-01)
CNN_infrared_visible_image_fusion\guidedfilter.m (957, 2013-10-04)
CNN_infrared_visible_image_fusion\maxpooling_s2.m (300, 2016-01-28)
CNN_infrared_visible_image_fusion\model (0, 2018-06-18)
CNN_infrared_visible_image_fusion\model\cnnmodel.mat (1617459, 2016-02-03)
CNN_infrared_visible_image_fusion\pyramid (0, 2018-06-18)
CNN_infrared_visible_image_fusion\pyramid\display_pyramid.m (607, 2007-08-23)
CNN_infrared_visible_image_fusion\pyramid\downsample.m (657, 2007-08-23)
CNN_infrared_visible_image_fusion\pyramid\example.m (548, 2015-01-12)
CNN_infrared_visible_image_fusion\pyramid\exposure_fusion.m (2689, 2016-07-07)
CNN_infrared_visible_image_fusion\pyramid\gaussian_pyramid.m (573, 2007-08-24)
CNN_infrared_visible_image_fusion\pyramid\laplacian_pyramid.m (1083, 2007-08-24)
CNN_infrared_visible_image_fusion\pyramid\load_images.m (1577, 2014-07-12)
CNN_infrared_visible_image_fusion\pyramid\pyramid_filter.m (259, 2007-08-23)
CNN_infrared_visible_image_fusion\pyramid\reconstruct_laplacian_pyramid.m (702, 2007-08-23)
CNN_infrared_visible_image_fusion\pyramid\upsample.m (877, 2007-08-23)
CNN_infrared_visible_image_fusion\results (0, 2018-06-18)
CNN_infrared_visible_image_fusion\selc.m (704, 2016-10-21)
CNN_infrared_visible_image_fusion\sourceimages (0, 2018-06-18)
CNN_infrared_visible_image_fusion\sourceimages\s01_ir.bmp (260158, 2016-10-24)
CNN_infrared_visible_image_fusion\sourceimages\s01_vis.bmp (260158, 2016-10-24)
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This package contains the code which is associated with the following papers:
[1] Yu Liu, Xun Chen, Juan Cheng, Hu Peng, Zengfu Wang, "Infrared and visible image fusion with convolutional neural networks", International Journal of Wavelets, Multiresolution and Information Processing, vol. 16, no. 3, pp. 1850018: 1-20, 2018.
[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.
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The demo file is Script.m
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.
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Dont 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
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