IMAGEFusion

所属分类:其他
开发工具:matlab
文件大小:146KB
下载次数:19
上传日期:2019-10-22 13:52:13
上 传 者小小123@
说明:  基于卷积稀疏度的医学图像融合。 基于形态成分分析
(Medical image fusion based on convolution sparsity. Based on morphological component analysis)

文件列表:
IMAGEFusion\coef_fusion.m (341, 2019-03-31)
IMAGEFusion\CSMCA.m (1374, 2019-03-31)
IMAGEFusion\CSMCA_Fusion.m (671, 2019-03-31)
IMAGEFusion\dictionary (0, 2019-10-13)
IMAGEFusion\dictionary\Dc_8_8_32.mat (15918, 2018-10-15)
IMAGEFusion\dictionary\Dt_8_8_32.mat (15943, 2018-10-17)
IMAGEFusion\Results (0, 2019-10-14)
IMAGEFusion\Results\fused_csmca.tif (32764, 2019-10-16)
IMAGEFusion\Script.m (402, 2019-03-31)
IMAGEFusion\sourceimages (0, 2019-10-13)
IMAGEFusion\sourceimages\source1.tif (28776, 2018-03-09)
IMAGEFusion\sourceimages\source2.tif (33374, 2018-03-09)
IMAGEFusion\SparseCode (0, 2019-10-13)
IMAGEFusion\SparseCode\bpdn.m (8693, 2015-07-24)
IMAGEFusion\SparseCode\bpdngrp.m (9332, 2015-07-11)
IMAGEFusion\SparseCode\bpdnjnt.m (8880, 2015-07-11)
IMAGEFusion\SparseCode\cbpdn.m (10418, 2016-09-27)
IMAGEFusion\SparseCode\cbpdn_low_sparse.m (11314, 2016-05-20)
IMAGEFusion\SparseCode\cbpdn_rank.m (11085, 2016-05-19)
IMAGEFusion\SparseCode\celnet.m (11532, 2015-08-14)
IMAGEFusion\SparseCode\Contents.m (550, 2015-12-17)
IMAGEFusion\SparseCode\elnet.m (8513, 2015-07-25)
IMAGEFusion\SparseCode\solvedbd_sm.m (1629, 2015-08-14)
IMAGEFusion\SparseCode\solvedbi_sm.m (1510, 2014-12-19)
IMAGEFusion\Util (0, 2019-10-13)
IMAGEFusion\Util\checkopt.m (804, 2015-06-18)
IMAGEFusion\Util\Contents.m (889, 2015-04-10)
IMAGEFusion\Util\fftconv2.m (1789, 2014-10-21)
IMAGEFusion\Util\gauss2d.m (2047, 2014-10-21)
IMAGEFusion\Util\imageblocks.m (1054, 2014-10-21)
IMAGEFusion\Util\imdisp.m (1778, 2014-10-21)
IMAGEFusion\Util\lowpass.m (1452, 2015-04-10)
IMAGEFusion\Util\mse.m (527, 2014-10-21)
IMAGEFusion\Util\pca.m (912, 2014-10-21)
IMAGEFusion\Util\psnr.m (588, 2018-02-28)
IMAGEFusion\Util\randint.m (880, 2014-10-21)
IMAGEFusion\Util\rgbtogrey.m (686, 2014-10-21)
IMAGEFusion\Util\rrs.m (571, 2015-04-10)
IMAGEFusion\Util\snr.m (574, 2014-10-21)
... ...

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% This package contains the MATLAB code which is associated with the following paper: Yu Liu, Xun Chen, Rabab Ward, Z.Jane Wang "Medical image fusion via convolutional sparsity based morphological component analysis", IEEE SIGNAL PROCESSING LETTERS, vol. 26, no. 3, pp. 485-489, 2019. Edited by Yu Liu. Usage of this code is free for research purposes only. Please refer to the above publication if you use this code. %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% The demo file is Script.m. Our implementation is based on the SPORCO library developed by Dr. Brendt Wohlberg, available at http://math.lanl.gov/~brendt/Software/SPORCO/. We also refer to Dr. He Zhang's code related to the paper "Convolutional sparse coding-based image decomposition" (BMVC 2016). We would like to thank Dr. Wohlberg and Dr. Zhang 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 Homepage1: http://www.escience.cn/people/liuyu1 Homepage2: https://sites.google.com/site/yuliu316316 Last update: 31-MAR-2018

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