Image Reconstruction Python Packages

deepinv

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

3K 827 220

pytomography

This repository enables easy and fast medical image reconstruction in Python.

2K 174 39

focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

2K 715 61

phantominator

Generate numerical phantoms.

1K 45 2

mbirtorch

MBIR reconstruction implemented in PyTorch

1K 1 2

mbirjax

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

961 23 13

torchtomo

Differentiable 2D CT in PyTorch with parallel/fan-beam projectors, exact adjoints, filtered backprojection, learnable scan geometry, and optional CUDA acceleration.

865 10 0

dart-ohgreat

DART (Discrete Algebric Reconstruction Technique) iterative reconstruction algorithm for discrete tomography.

315 4 2

nipet

High-throughput PET image reconstruction with high quantitative accuracy and precision

265 37 10

mumfordshah2d

Algorithms for edge preserving smoothing based on the Mumford-Shah model

222 0 4

pyxu

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

188 142 17

pycsou

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

173 142 17

explore-ct-120-reconstruction-algorithms

Various reconstruction algorithms for the eXplore CT 120 scanner (Trifoil Imaging, USA) as a substitute/improvement to the GEHC specific FDK reconstruction software.

138 0 1