文件名称:mxTV
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全变差图像处理Matlab程序，for the paper: "Algorithms and Software for Total Variation Image Reconstruction via First-Order Methods, Numerical Algorithms"-Software for Total Variation Image Reconstruction (for Matlab Version 7.5 or later)
"mxTV" is a software package for image reconstruction based on the Total Variation model, and including denoising, inpainting, and deblurring. The work was carried out as part of the project CSI: Computational Science in Imaging, funded by the Danish Research Council for Technology and Production Sciences, and headed by Prof. Per Christian Hansen, DTU Informatics. The collaborators are DTU Informatics, Dept. of Electronic Systems at Aalborg University, and MOSEK ApS.
The underlying algorithms are based on recently published first-order methods developed by Nesterov, tailored specifically to the image restoration problems. These methods have O(1/ε) complexity, where ε is the accuracy of the solution. The core computational routines are written in C, with a mex interface to Matlab. The algorithms and the software are described in the paper:
J. Dahl, P. C. Hansen, S. H. Jensen, and T. L. Jensen, Alg
"mxTV" is a software package for image reconstruction based on the Total Variation model, and including denoising, inpainting, and deblurring. The work was carried out as part of the project CSI: Computational Science in Imaging, funded by the Danish Research Council for Technology and Production Sciences, and headed by Prof. Per Christian Hansen, DTU Informatics. The collaborators are DTU Informatics, Dept. of Electronic Systems at Aalborg University, and MOSEK ApS.
The underlying algorithms are based on recently published first-order methods developed by Nesterov, tailored specifically to the image restoration problems. These methods have O(1/ε) complexity, where ε is the accuracy of the solution. The core computational routines are written in C, with a mex interface to Matlab. The algorithms and the software are described in the paper:
J. Dahl, P. C. Hansen, S. H. Jensen, and T. L. Jensen, Alg
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下载文件列表
mxTV\c\mxtrp.c
....\.\tools.c
....\.\tools.h
....\.\tv_core.c
....\.\tv_core.h
....\.\tv_deblur.c
....\.\tv_deblur_rr.c
....\.\tv_denoise.c
....\.\tv_inpaint.c
....\Contents.m
....\dcts.m
....\dcts2.m
....\dctshift.m
....\externlib\fftw3.h
....\.........\libfftw3-3.lib
....\.........\libut.lib
....\idcts.m
....\idcts2.m
....\info_type_deblur.m
....\info_type_denoise.m
....\info_type_inpaint.m
....\install_linux.m
....\install_windows.m
....\mxtrp.mexw32
....\Pirate.tif
....\readme.txt
....\Text.bmp
....\TVdeblur.m
....\TVdeblur_demo.m
....\TVdenoise.m
....\TVdenoise_demo.m
....\TVinpaint.m
....\TVinpaint_demo.m
....\tv_deblur.mexw32
....\tv_deblur_rr.mexw32
....\tv_denoise.mexw32
....\tv_inpaint.mexw32
....\.\tools.c
....\.\tools.h
....\.\tv_core.c
....\.\tv_core.h
....\.\tv_deblur.c
....\.\tv_deblur_rr.c
....\.\tv_denoise.c
....\.\tv_inpaint.c
....\Contents.m
....\dcts.m
....\dcts2.m
....\dctshift.m
....\externlib\fftw3.h
....\.........\libfftw3-3.lib
....\.........\libut.lib
....\idcts.m
....\idcts2.m
....\info_type_deblur.m
....\info_type_denoise.m
....\info_type_inpaint.m
....\install_linux.m
....\install_windows.m
....\mxtrp.mexw32
....\Pirate.tif
....\readme.txt
....\Text.bmp
....\TVdeblur.m
....\TVdeblur_demo.m
....\TVdenoise.m
....\TVdenoise_demo.m
....\TVinpaint.m
....\TVinpaint_demo.m
....\tv_deblur.mexw32
....\tv_deblur_rr.mexw32
....\tv_denoise.mexw32
....\tv_inpaint.mexw32