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CompressedSensing

Compressed sensing in image reconstruction

There're two versions for the compressive sensing code: main_python2.py and main_python3.py

Python3 Version

Necessary packages

tensorflow==1.12, numpy, matplotlib, scipy, imageio, cvxpy

Install the above packages with pip

See https://bitbucket.org/rtaylor/pylbfgs/src/master/ and https://www.jianshu.com/p/a9f1795e08d9 for the detail information of installing pylbfgs.

./main_python3.py

Python2 Version

Necessary packages

tensorflow=1.12, scipy, glob, os, imageio, time, numpy, numbers, matplotlib, abc, pywt, itertools, operator

./main.py

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Compressed sensing in image reconstruction

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