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Few codes with the tools needed for doing Ghost Imaging simulations: speckle generation, simulation of measurements, recovery, etc.

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ghost_imaging_demo

Few code snippets with the tools needed for doing Ghost Imaging simulations: speckle generation, simulation of measurements, recovery, etc.

Files explanation:

speckle_generation.py: code to generate speckle patterns. You can change a few parameters to tune how the speckles look. This creates a .h5 file with the speckles, that will be used in the other codes to simulate the measurements and do the recovery. The other codes need the .h5 file with the speckles to work, so you have to run this first.

ghost_demo.py: classical ghost imaging recovery (without compressive sensing). You can choose the number of speckles to use.

compressive_demo.py: Ghost Imaging using different recovery strategies (least squares, l1-minimization, TV-minimization).

optsim.py: library for optical simulations that I built some time ago (you can find it on Github too). I think I only used a couple simple functions for these simulations (FFTs, generation of speckles, etc.)

You can find a longer explanation at: https://fsolt.es/2025/04/easy-ghost-imaging-simulations-and-some-codes-to-do-it-at-home/

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Few codes with the tools needed for doing Ghost Imaging simulations: speckle generation, simulation of measurements, recovery, etc.

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