ASR_fusion

所属分类:图形图像处理
开发工具:WINDOWS
文件大小:1873KB
下载次数:27
上传日期:2018-03-29 15:44:16
上 传 者星期九
说明:  该文件包含与以下文件相关的代码: Y.Liu和Z.Wang具有自适应稀疏表示的同时图像融合和去噪
(This package contains the code which is associated with the following paper: Y. Liu and Z. Wang Simultaneous image fusion and denoising with adaptive sparse representatio)

文件列表:
ASR_fusion\asr_fuse.m (3879, 2017-11-21)
ASR_fusion\Data\a01_1.tif (59800, 2014-09-01)
ASR_fusion\Data\a01_2.tif (60544, 2014-09-01)
ASR_fusion\Data\b01_1.tif (66346, 2014-09-01)
ASR_fusion\Data\b01_2.tif (66328, 2014-09-01)
ASR_fusion\Dictionary\D_100000_128_8_0.bmp (10878, 2014-03-02)
ASR_fusion\Dictionary\D_100000_128_8_0.mat (63065, 2014-03-02)
ASR_fusion\Dictionary\D_100000_128_8_1.bmp (10878, 2014-03-02)
ASR_fusion\Dictionary\D_100000_128_8_2.bmp (10878, 2014-03-02)
ASR_fusion\Dictionary\D_100000_128_8_3.bmp (10878, 2014-03-02)
ASR_fusion\Dictionary\D_100000_128_8_4.bmp (10878, 2014-03-02)
ASR_fusion\Dictionary\D_100000_128_8_5.bmp (10878, 2014-03-02)
ASR_fusion\Dictionary\D_100000_128_8_6.bmp (10878, 2014-03-02)
ASR_fusion\Dictionary\D_100000_128_8_6.mat (377390, 2014-03-02)
ASR_fusion\Dictionary\D_100000_256_8_0.bmp (21670, 2014-03-17)
ASR_fusion\Dictionary\D_100000_256_8_0.mat (125987, 2014-03-17)
ASR_fusion\Dictionary\D_100000_256_8_1.bmp (21670, 2014-03-17)
ASR_fusion\Dictionary\D_100000_256_8_2.bmp (21670, 2014-03-17)
ASR_fusion\Dictionary\D_100000_256_8_3.bmp (21670, 2014-03-17)
ASR_fusion\Dictionary\D_100000_256_8_4.bmp (21670, 2014-03-17)
ASR_fusion\Dictionary\D_100000_256_8_5.bmp (21670, 2014-03-17)
ASR_fusion\Dictionary\D_100000_256_8_6.bmp (21670, 2014-03-17)
ASR_fusion\Dictionary\D_100000_256_8_6.mat (754680, 2014-03-17)
ASR_fusion\ksvdbox\Contents.m (1068, 2014-09-01)
ASR_fusion\ksvdbox\faq.txt (2725, 2014-09-01)
ASR_fusion\ksvdbox\ksvd.asv (19553, 2014-09-01)
ASR_fusion\ksvdbox\ksvd.m (19574, 2014-09-01)
ASR_fusion\ksvdbox\ksvddemo.m (1757, 2014-09-01)
ASR_fusion\ksvdbox\ksvddenoise.m (10844, 2014-09-01)
ASR_fusion\ksvdbox\ksvddenoisedemo.m (2515, 2014-09-01)
ASR_fusion\ksvdbox\ksvdver.m (12581, 2014-09-01)
ASR_fusion\ksvdbox\odct2dict.m (1084, 2014-09-01)
ASR_fusion\ksvdbox\odct3dict.m (1178, 2014-09-01)
ASR_fusion\ksvdbox\odctdict.m (474, 2014-09-01)
ASR_fusion\ksvdbox\odctndict.m (1504, 2014-09-01)
ASR_fusion\ksvdbox\ompbox\Contents.m (559, 2014-09-01)
ASR_fusion\ksvdbox\ompbox\faq.txt (1870, 2014-09-01)
ASR_fusion\ksvdbox\ompbox\omp.m (4601, 2014-09-01)
ASR_fusion\ksvdbox\ompbox\omp2.m (5519, 2014-09-01)
ASR_fusion\ksvdbox\ompbox\ompdemo.m (2386, 2014-09-01)
... ...

This package contains the code which is associated with the following paper: Y. Liu and Z. Wang, "Simultaneous image fusion and denoising with adaptive sparse representation". IET Image Processing,vol.9,no.5,pp.347-357,2015 Usage of this code is free for research purposes only. Please refer to the above publication if you use this code. Please note that the fused mean value is obtained by averaing the source mean values in this current implementation, which is different from the description in the paper. Actually, both of these two strategies are fine for multi-focus image fusion, but the averaging strategy seems to be more stable for multi-modal image fusion. This is the only difference between this implmentation and the approaches presented in the paper. Please take this code as the standard implementation of the method proposed in the paper for performance comparison in your work. The ksvdbox is downloaded from Dr. R. Rubinsteins homepage: http://www.cs.technion.ac.il/~ronrubin/software.html. Dont hesitate to contact me if you meet any problems when using this code. Author: Yu Liu Email: liuyu1@mail.ustc.edu.cn; lyuxxz@163.com Homepage: http://home.ustc.edu.cn/~liuyu1 November 2015 Last update: 18-NOV-2015

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