Solving ill-posed inverse problems using iterative deep neural networks
☆97Nov 12, 2021Updated 4 years ago
Alternatives and similar repositories for learned_gradient_tomography
Users that are interested in learned_gradient_tomography are comparing it to the libraries listed below
Sorting:
- Learned Primal-Dual Reconstruction☆106Jun 23, 2019Updated 6 years ago
- Operator Discretization Library https://odl.readthedocs.io/☆427Feb 24, 2026Updated last week
- ☆23Mar 12, 2025Updated 11 months ago
- ☆26Jun 13, 2018Updated 7 years ago
- Deep Convolutional Framelet Denoising for Low-Dose CT via Wavelet Residual Network☆73Jan 30, 2019Updated 7 years ago
- The second repository (GeoModeling_Conditional_ProGAN) is used for conditioning to well data and global features. This repository is for …☆21Jan 4, 2023Updated 3 years ago
- HelTomo - Helsinki Tomography Toolbox☆11Aug 5, 2022Updated 3 years ago
- This project hosts the code and datasets I used for Deep Learning course at Boston University. It aims to post-process the images the low…☆41May 2, 2017Updated 8 years ago
- ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography☆12Apr 12, 2023Updated 2 years ago
- The set of CPU/GPU optimised regularisation modules for iterative image reconstruction and other image processing tasks☆61Oct 24, 2025Updated 4 months ago
- Convolutional Sparse Coding for Compressed Sensing CT Reconstruction☆44Mar 26, 2019Updated 6 years ago
- Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems (ICML 2020 Award Paper & JMLR 2022)☆91Dec 9, 2024Updated last year
- A Pytorch implementation of Learned Primal-Dual Reconstruction (Adler & Öktem, 2017)☆15Jun 16, 2020Updated 5 years ago
- A linear-operator toolbox for Matlab☆65May 31, 2024Updated last year
- TOmographic MOdel-BAsed Reconstruction (ToMoBAR) software☆53Feb 25, 2026Updated last week
- Computational Tomography in PyTorch☆265Sep 22, 2023Updated 2 years ago
- Open-source multi-dimensional tomographic reconstruction software (OMEGA)☆98Jan 30, 2026Updated last month
- Deep Inversion Validation Library☆82Feb 9, 2025Updated last year
- PyTorch-based radio-interferometric imaging reconstruction package with scalable Bayesian uncertainty quantification relying on data-driv…☆12Feb 17, 2025Updated last year
- Primal-Dual Solver for Inverse Problems☆15Mar 24, 2021Updated 4 years ago
- LAVI open-source reconstruction toolbox for digital breast tomosynthesis (DBT)☆62Mar 21, 2022Updated 3 years ago
- MoDL: Model-Based Deep Learning Architecture for Inverse Problems☆195Mar 6, 2024Updated last year
- This repo shows two CNNs (WaveNet and Conditional Encoder-Decoder, CED) for seismic modeling and inversion.☆23May 29, 2021Updated 4 years ago
- Random Mesh Projectors for Inverse Problems☆24Apr 13, 2021Updated 4 years ago
- A versatile python framework for tomographic imaging☆141Feb 25, 2026Updated last week
- Tomographic Reconstruction in Python☆375Oct 3, 2025Updated 5 months ago
- 【TMI2021】DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reductionin CT Images☆25Jan 9, 2024Updated 2 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11May 22, 2019Updated 6 years ago
- Framework for designing, training and benchmarking sparse-view CT reconstruction algorithms; includes datasets, metrics, baselines and CL…☆50Mar 5, 2024Updated 2 years ago
- RCWA for optical metrology and metasurfaces☆14May 29, 2023Updated 2 years ago
- Log-polar based method for tomography reconstruciton☆11Dec 21, 2025Updated 2 months ago
- Code for Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization☆31Feb 23, 2026Updated last week
- 【MICCAI 2022, TMI 2023】Orientation-Shared Convolution Representation Model☆37Jan 9, 2024Updated 2 years ago
- Python Reconstruction Operators in Neural Networks. High level python API for PYRO-NN-Layers☆120May 12, 2025Updated 9 months ago
- Multi-CCD data-driven PSF modelling☆13Aug 27, 2025Updated 6 months ago
- Code for the article "Learning to solve inverse problems using Wasserstein loss"☆28Oct 30, 2017Updated 8 years ago
- Code for 'CNN-Based Projected Gradient Descent for Consistent Image'.☆13May 19, 2020Updated 5 years ago
- Neural network based petrophysical property inversion☆11Sep 29, 2019Updated 6 years ago
- Tomography data bank for everyone.☆34Feb 27, 2026Updated last week