NLM-for-poison

所属分类:matlab编程
开发工具:Visual C++
文件大小:443KB
下载次数:3
上传日期:2017-01-05 11:30:17
上 传 者meomuop2508
说明:  presentation of a new poisson denoising method based on no lacal mean

文件列表:
poisson_nlmeans (0, 2010-07-05)
poisson_nlmeans\poisson_nlmeans_kernel.mexglx (482419, 2010-07-05)
poisson_nlmeans\diskconvolution.m (457, 2010-06-16)
poisson_nlmeans\poisson_nlmeans_kernel.mexw32 (73728, 2010-07-05)
poisson_nlmeans\plotimage.m (187, 2010-07-05)
poisson_nlmeans\peppers.tif (66304, 2010-07-05)
poisson_nlmeans\mean2.m (84, 2010-07-05)
poisson_nlmeans\poisson_nlmeans_kernel.mexa64 (562858, 2010-07-05)
poisson_nlmeans\poisson_nlmeans_example.m (1506, 2010-07-05)
poisson_nlmeans\psnr.m (185, 2010-06-16)
poisson_nlmeans\poisson_nlmeans.m (5639, 2010-07-05)

POISSON NL MEANS ================ Revision: 05 Juillet 2010 Author: Charles-Alban Deledalle Web page: http://perso.telecom-paristech.fr/~deledall/poisson_nlmeans.php This MATLAB software implements the denoising algorithm (Poisson NL means) for images damaged by Poisson noise as presented in: "Poisson NL means: unsupervised non local means for poisson noise", C.A. Deledalle, F. Tupin and L. Denis, IEEE Conf. on Image Processing, Sepetember 2010. This software is free and should be used only for nonprofit purposes. Any unauthorized use of this software for industrial or profit-oriented activities is expressively prohibited. The program has been written for MATLAB with the ImageProcessing Toolbox and the Statistics Toolbox for Linux 32-bit or ***-bit and Windows 32-bit. The following program files are present: - poisson_nlmeans_kernel.mex*: A Mex function wich performs non local Poisson denoising with given filtering parameters. This program provide first and second order differentials of the risk (PURE). - poisson_nlmeans.m: A matlab function wich calls iteratively the poisson_nlmeans_kernel.mex* program to perform the denoising and research the optimal filtering parameters via Newton's method. - poisson_nlmeans_example.m: An example of how to use the poisson nl means filter. It denoises the Pepper image (pepper.tif) corrupted by Poisson noise with a maximum intensity of 20. A pre-filtering images is provided by moving average (MA) filtering (see diskconvolution.m). The set of parameters are the same as those given in the corresponding paper. - diskconvolution.m: Realized a moving average filtering with a disk kernel by using 2 dimensional convolution. - psnr.m: Computes the PSNR values given the height of the peak. - plotimage.m: Plot a grayscale image with pixel values ranged on [0..255]. For any comment, suggestion or question please contact Charles-Alban Deledalle (deledalle@telecom-paristech.fr).

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