GLODISMO: Gradient-Based Learning of Discrete Structured Measurement Operators for Signal Recovery

Jonathan Sauder (EPFL)

Martin Genzel (Utrecht University)

Peter Jung (TU Berlin)

An example for how to use this codebase for the Single-Pixel Imaging experiments from the paper is provided in main_singlepixel.py.

Please write us an email in case of questions.

Requirements: torch, torchvision, scipy, numpy, matplotlib, pandas, pywt

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
.gitignore		.gitignore
README.md		README.md
baseline.py		baseline.py
conf.py		conf.py
data.py		data.py
main_pooling.py		main_pooling.py
main_singlepixel.py		main_singlepixel.py
noise.py		noise.py
recovery.py		recovery.py
requirements.txt		requirements.txt
sensing_matrices.py		sensing_matrices.py
train.py		train.py
wavelet.py		wavelet.py

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