plug-and-play-priors

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bwohlberg /sporco

Sparse Optimisation Research Code

python sparsity optimization cuda admm sparse-coding dictionary-learning optimization-algorithms robust-pca fista convolutional-sparse-coding total-variation sparse-representations convolutional-dictionary-learning total-variation-minimization plug-and-play-priors

UpdatedJan 17, 2025
Python

lanl /scico

Star116

Scientific Computational Imaging COde

optimization admm proximal-algorithms proximal-operators inverse-problems convex-optimization computational-imaging fista total-variation jax plug-and-play-priors

UpdatedMar 25, 2025
Python

liuyang12 /PnP-SCI

Star63

Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)

computational-imaging high-speed-imaging snapshot-compressive-imaging plug-and-play-priors deep-denoiser

UpdatedApr 3, 2020
MATLAB

liuyang12 /PnP-SCI_python

Star37

Plug-and-Play Algorithms for Video Snapshot Compressive Imaging (TPAMI 2022)

computational-imaging snapshot-compressive-imaging plug-and-play-priors deep-denoiser

UpdatedJan 12, 2021
Jupyter Notebook

cabouman /mbirjax

Star12

MBIRJAX is a Python package for Model Based Iterative Reconstruction (MBIR) of images from tomographic data.

image-reconstruction tomography ct computed-tomography jax x-ray-imaging mbir plug-and-play-priors regularlized-inversion

UpdatedMar 25, 2025
Python

SayantanDutta95 /QAB-PnP-ADMM-Deconvolution

Star9

Plug-and-Play ADMM scheme based on an adaptive denoiser using the Schroedinger equation's solutions of quantum physics.

image quantum quantum-mechanics image-processing quantum-computing admm inverse-problems image-restoration deconvolution fluorescence-microscopy-imaging deblurring inverse-problem plugandplay plug-and-play-priors deblurring-algorithm quantum-image-processing admm-algorithm adaptive-transformation quantum-denoiser adaptive-denoiser

UpdatedJan 24, 2024
MATLAB

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