NLMLPR_code
所属分类:图形图像处理
开发工具:matlab
文件大小:1949KB
下载次数:65
上传日期:2012-03-27 16:25:23
上 传 者:
奎辰
说明: 一个经典的图像去噪,主要是对NLM去噪方法的改进
(A classic image denoising, is mainly to the NLM denoising method improvement
)
文件列表:
DEMO_NLMLPR_online.m (1999, 2011-12-21)
LICENSE.txt (31916, 2011-08-03)
data (0, 2011-12-17)
data\CurvedBand.bmp (67900, 2011-12-05)
data\Ridges.png (5653, 2011-10-28)
data\USA_flag.png (200790, 2011-06-23)
data\barbara.png (185727, 2001-07-12)
data\barbara256.png (49757, 2011-06-23)
data\blob.png (6340, 2011-10-16)
data\boat.png (177762, 2001-07-12)
data\bridge.png (48511, 2009-11-15)
data\cameraman.png (37559, 2009-11-15)
data\chessboard.png (1900, 2009-01-13)
data\couple.png (193637, 2009-11-15)
data\fingerprint.png (184561, 2002-01-08)
data\flinstones.png (174997, 2001-07-13)
data\hill.png (44941, 2009-11-15)
data\house.png (34985, 2002-08-29)
data\lena.png (151199, 2003-03-29)
data\man.png (209817, 2009-11-15)
data\mandrill_gray.png (263221, 2010-01-28)
data\peppers256.png (40181, 2002-08-29)
data\swoosh.png (15954, 2011-12-12)
functions (0, 2011-12-23)
functions\EdgeMirror.m (171, 2011-12-21)
functions\LF0.m (1814, 2011-12-21)
functions\LF1.m (1901, 2011-12-21)
functions\LF2.m (1982, 2011-12-21)
functions\NLM0.m (2711, 2011-12-23)
functions\NLM1.m (2783, 2011-12-21)
functions\NLM2.m (2845, 2011-12-21)
functions\NLMA0.m (2857, 2011-12-21)
functions\NLMA1.m (2930, 2011-12-21)
functions\NLMA2.m (2992, 2011-12-21)
functions\OYF0.m (2070, 2011-12-21)
functions\OYF1.m (2138, 2011-12-21)
functions\OYF2.m (2228, 2011-12-21)
functions\YF0.m (1988, 2011-12-21)
functions\YF1.m (2018, 2011-12-21)
... ...
NLM Local Polynomial Regression (NLM-LPR)
====================================
Revision: 12/19/2011
Author: E. Arias-Castro, J. Salmon, R. Willet
Web page: http://josephsalmon.org/code/index_codes.php?page=NLMLPR
NLM-LPR is a MATLAB software implementing the denoising algorithm NLM
Local Polynomial Regression (NLM-LPR) for images damaged by Gaussian noise
as presented in:
NLM-LPR is free software distributed under the GNU Public License
(GPL). NLM-LPR should be used only for nonprofit purposes. Any
unauthorized use of this software for industrial or profit-oriented
activities is expressively prohibited.
LICENSE
=======
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program. If not, see .
See LICENSE.txt
HOW TO
======
The program has been written for MATLAB with the ImageProcessing
Toolbox and the Statistics Toolbox. Please, look at DEMO_NLMLPR_online.m
to use the standard version of NLM, NLMA, YF, LF and the (membership)
oracle (also called Oracle YF).
MAIN PROGRAM FILES
==================
The main program files are the following:
- DEMO_NLMLPR_online.m :
A demonstration file illustrating our denoising algorithms.
-LF0, LF1, LF2: Linear filter of order 0,1 and 2
-YF0, YF1, YF2: Yaroslavky's Filter of order 0,1 and 2
-OYF0, OYF1, OYF2: Oracle Yaroslavsky Filter of order 0,1 and 2
-NLM0, NLM1, NML2: Non Local Means of order 0,1 and 2
CONTACT INFORMATION
===================
For any comment, suggestion or question please contact Ery Arias-Castro
Joseph Salmon or Rebecca Willett.
Ery Arias-Castro eariasca (at) ucsd.edu
Joseph Salmon joseph.salmon (at) duke.edu
Rebecca Willett willett (at) duke.edu
Copyright (C) 2011 NLM-LPR project
See The GNU Public License (GPL) in LICENSE.txt
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