plug-and-play-priors

Here are 11 public repositories matching this topic...

deepinv / deepinv

DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning

deep-learning image-reconstruction pytorch mri medical-imaging tomography microscopy super-resolution computational-imaging deblurring denoising self-supervised diffusion-models plug-and-play-priors unrolled-algorithms

Updated Sep 1, 2026
Python

bwohlberg / sporco

Star

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

Updated Nov 18, 2025
Python

lanl / scico

Star

Scientific Computational Imaging COde

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

Updated Sep 1, 2026
Python

liuyang12 / PnP-SCI

Star

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

Updated Apr 3, 2020
MATLAB

liuyang12 / PnP-SCI_python

Star

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

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

Updated Jan 12, 2021
Jupyter Notebook

cabouman / mbirjax

Star

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

Updated Sep 1, 2026
HTML

SayantanDutta95 / QAB-PnP-ADMM-Deconvolution

Star

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

Updated Jan 24, 2024
MATLAB

mkhateri / USFetal-Compounding-Tools

Star

USFetal: Tools for fetal brain ultrasound compounding

medical-imaging computational-imaging ultrasound-imaging self-supervised-learning plug-and-play-priors 3d-ultrasound fetal-ultrasound fetal-brain ultrasound-compounding

Updated Feb 5, 2026
Python

cnmy-ro / pnp-cosmo

Star

PnP-CoSMo algorithm for multi-contrast MRI reconstruction.

image-reconstruction pytorch medical-imaging representation-learning multi-modal inverse-problems computational-imaging mri-reconstruction disentangled-representations plug-and-play-priors generative-modeling content-style-disentanglement multi-contrast computational-mri

Updated Jun 23, 2026
Python

cabouman / mbirtorch

Star

MBIR reconstruction implemented in PyTorch

image-reconstruction pytorch tomography ct computed-tomography plug-and-play x-ray-imaging mbir plug-and-play-priors regularized-inversion

Updated Aug 29, 2026
Python

ABDELLAH-JARMOUNI / BL-LCILW-SISR

Star

Bilevel Learning-Weighted Lagrange–Chebyshev Interpolation for Single Image Super-Resolution with Plug-and-Play Regularized Gradient Denoising

super-resolution inverse-problems chebyshev-polynomials rgdn plug-and-play-priors chebyshev-interpolation admm-algorithm

Updated Jul 5, 2026
Python

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