Using BM3D to denoise.
my platform is win7+python3.5; Other python environments are easy to run.
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Enter the BM3D.py, change the 'img_name' param to you own image path. Then run the BM3D.py. That's ok.
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For windows platform, you should also install some Python Extension Packages: numpy and opencv. If you operating system is 64bit, you can find the packages in http://www.lfd.uci.edu/~gohlke/pythonlibs/