bcs-spl-1.5-1
所属分类:其他
开发工具:matlab
文件大小:17258KB
下载次数:49
上传日期:2017-07-18 10:08:29
上 传 者:
薛之谦的小炸毛
说明: 实现图像分块压缩感知,实现了多种稀疏基下的压缩感知,包含CT、DCT、DDWT、DWT等
(Realize the image compression sense, and realize a variety of sparse base compressed sensing, including CT, DCT, DDWT, DWT and so on)
文件列表:
bcs-spl-1.5-1\BCS-SPL-1.5-1\BCS_SPL_CT_Decoder.m (5885, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\BCS_SPL_DCT_Decoder.m (2852, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\BCS_SPL_DDWT_Decoder.m (5505, 2017-06-09)
bcs-spl-1.5-1\BCS-SPL-1.5-1\BCS_SPL_DWT_Decoder.m (4406, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\BCS_SPL_Encoder.m (1645, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\BCS_SPL_GenerateProjection.m (2187, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\DCT2D_Matrix.m (1503, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\airplane.bmp (786486, 2007-03-21)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\baboon.bmp (786486, 2007-03-21)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\barbara.pgm (262308, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\camera.tiff (54628, 2006-02-11)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\girl.tiff (190264, 2006-02-11)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\goldhill.pgm (262299, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\Img1.JPG (192903, 2015-10-15)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\Img2.JPG (266315, 2015-10-15)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\Img3.JPG (267842, 2015-10-15)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\lena(1).tiff (949194, 2006-02-11)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\lena.tiff (249438, 2006-02-11)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\lenna.pgm (262302, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\mandrill.pgm (262218, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\npGhost_1.tif (2524432, 2008-08-28)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\peppers(1).tiff (954910, 2006-02-11)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\peppers.bmp (263222, 2007-03-21)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\peppers.pgm (262230, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\peppers.tiff (269806, 2006-02-11)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\plane.tiff (214598, 2006-02-11)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\rec_Hotelling.bmp (66616, 2001-01-02)
bcs-spl-1.5-1\BCS-SPL-1.5-1\Images\untitled.bmp (3196078, 2017-06-09)
bcs-spl-1.5-1\BCS-SPL-1.5-1\LICENSE-GPL (18347, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\projections.32.1.mat (8058256, 2017-06-09)
bcs-spl-1.5-1\BCS-SPL-1.5-1\PSNR.m (1329, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\RMS.m (1312, 2012-08-14)
bcs-spl-1.5-1\BCS-SPL-1.5-1\run_experiment_ct.m (2547, 2017-06-07)
bcs-spl-1.5-1\BCS-SPL-1.5-1\run_experiment_dct.m (2010, 2017-05-19)
bcs-spl-1.5-1\BCS-SPL-1.5-1\run_experiment_ddwt.m (2496, 2017-06-10)
bcs-spl-1.5-1\BCS-SPL-1.5-1\run_experiment_dwt.m (2067, 2012-08-14)
bcs-spl-1.5-1\ContourletToolbox\backsamp.m (1119, 2003-09-11)
bcs-spl-1.5-1\ContourletToolbox\barbara.png (177851, 2003-11-11)
bcs-spl-1.5-1\ContourletToolbox\ChangeLog (2309, 2003-11-13)
... ...
==============================================================================
BCS-SPL
Version 1.5, 13-aug-2012
Copyright (C) 2009-2012 James E. Fowler
==============================================================================
OVERVIEW:
These MATLAB programs implement the Block Compressed Sensing -
Smoothed Projected Landweber (BCS-SPL) algorithm as described in
paper:
S. Mun and J. E. Fowler, "Block Compressed Sensing of Images
Using Directional Transforms," submitted to the IEEE
International Conference on Image Processing, 2009
Specifically, this code reproduces the experiment results of the
paper (Table 1), for the BCS-SPL-CT, BCS-SPL-DDWT, BCS-SPL-DWT, and
BCS-SPL-DCT algorithms. Respectively, the code for these is:
run_experiment_ct.m
run_experiment_ddwt.m
run_experiment_dwt.m
run_experiment_dct.m
This code relies on the Contourlet Toolbox
(http://www.ifp.illinois.edu/~minhdo/software/) as well as the
Wavelet Software package (http://eeweb.poly.edu/iselesni/WaveletSoftware/).
Both will need to reside within the current MATLAB search path.
Note that, since most of this code relies on random projections,
the results produced may differ slightly in appearance and
value from those of the paper.
==============================================================================
AVAILABILITY:
For updated versions of BCS-SPL, as well as the article on
which it is based, consult:
http://www.ece.msstate.edu/~fowler/
==============================================================================
COPYRIGHT AND LICENSE INFORMATION:
Copyright (C) 2009-2012 James E. Fowler
The programs herein are free software; you can redistribute
them and/or modify them under the terms of the GNU General Public License
as published by the Free Software Foundation; either version 2
of the License, or (at your option) any later version.
All programs herein are distributed in the hope that
they will be useful, but WITHOUT ANY WARRANTY; without even the implied
warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See
the full text of the appropriate license for more details.
==============================================================================
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