GitHub topics: image-reconstruction

Repositories

jijiduc/mdmv-puzzle-solver

Course 206.2 - Model-Driven Machine Vision: A project which goal is to takes an image of unordered puzzle pieces as input and reconstructs the completed puzzle as output.

Language: Python - Size: 25.9 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

cabouman/mbirjax

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

Language: Python - Size: 2.55 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 13 - Forks: 6

Kobaayyy/Awesome-ECCV2024-ECCV2020-Low-Level-Vision

A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision

Size: 455 KB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 329 - Forks: 25

hamediut/GeoWGAN-GP

Microstructure quantification and image reconstruction of complex geological samples using WGAN-GP.

Language: Python - Size: 32.5 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 3 - Forks: 1

EndlessSora/focal-frequency-loss

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

Language: Python - Size: 4.93 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 659 - Forks: 64

AdvancedPhotonSource/pty-chi

Pty-Chi is a Python library for ptychographic image reconstruction.

Language: Python - Size: 1.21 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 9 - Forks: 1

Kobaayyy/Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision

Size: 282 KB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 1,291 - Forks: 142

PyTomography/PyTomography

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

Language: Python - Size: 119 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 134 - Forks: 27

This project showcases the EDSR-RCNN model, a deep learning approach for image super-resolution reconstruction. It delivers robust super-resolution performance while avoiding complex training processes and expensive architectures, making it an efficient solution for high-quality image reconstruction.

Language: Python - Size: 1.39 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

SaniyaAbushakimova/Coordinate-Based-Image-Reconstruction

This project implements coordinate-based neural networks from scratch in NumPy to reconstruct low- and high-resolution images by mapping 2D pixel coordinates to RGB values. It explores input encoding strategies—none, basic, and Gaussian Fourier features—to evaluate their impact on image quality and detail. Tech: Python (numpy, cv2, os)

Language: Jupyter Notebook - Size: 24.5 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

UCL/STIR

Software for Tomographic Image Reconstruction

Language: C++ - Size: 86.6 MB - Last synced at: 18 days ago - Pushed at: 26 days ago - Stars: 121 - Forks: 95

ai-forever/MoVQGAN

MoVQGAN - model for the image encoding and reconstruction

Language: Jupyter Notebook - Size: 27.5 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 233 - Forks: 16

openspyrit/spyrit

A Python toolbox for deep image reconstruction, with emphasis on single-pixel imaging.

Language: Python - Size: 5.36 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 53 - Forks: 15

CXH-Research/DHAN-SHR

[ACM MM 2024] Dual-Hybrid Attention Network for Specular Highlight Removal

Language: Python - Size: 26.4 KB - Last synced at: 24 days ago - Pushed at: 25 days ago - Stars: 19 - Forks: 0

noor-rasel/BgRT-PET-Subsystem

Modelling of BgRT PET susbsystem using GATE Monte Carlo code

Language: Python - Size: 166 KB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

villekf/OMEGA

Open-source multi-dimensional tomographic reconstruction software (OMEGA)

Language: MATLAB - Size: 77.5 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 80 - Forks: 18

openspyrit/spyrit-examples

SPYRIT examples including tutorials and research contributions

Language: Jupyter Notebook - Size: 54.5 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 12 - Forks: 7

algotom/algotom

Data processing algorithms for tomography: https://algotom.readthedocs.io

Language: Python - Size: 68.9 MB - Last synced at: 1 day ago - Pushed at: 5 months ago - Stars: 50 - Forks: 17

Guaishou74851/AdcSR

(CVPR 2025) Adversarial Diffusion Compression for Real-World Image Super-Resolution [PyTorch]

Language: Python - Size: 36.2 MB - Last synced at: 26 days ago - Pushed at: about 1 month ago - Stars: 70 - Forks: 7

CERN/TIGRE

TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox

Language: MATLAB - Size: 154 MB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 647 - Forks: 204

Biomedical-Imaging-Group/GlobalBioIm

A unifying Matlab framework for the development of reconstruction algorithms (solving inverse problems) in computational imaging

Language: MATLAB - Size: 28 MB - Last synced at: 28 days ago - Pushed at: 29 days ago - Stars: 83 - Forks: 37

LLNL/LEAP

comprehensive library of 3D transmission Computed Tomography (CT) algorithms with Python and C++ APIs, a PyQt GUI, and fully integrated with PyTorch

Language: Cuda - Size: 13 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 145 - Forks: 14

jerryp-hfut/DerainUNet-MindSpore

A UNet used for image deraindrop based on MindSpore.

Language: Python - Size: 1.05 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

OpenEIT/OpenEIT

Python based dashboard for real-time Electrical Impedance Tomography including image reconstruction using Back Projection, Graz Consensus and Gauss Newton methods

Language: Python - Size: 188 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 230 - Forks: 72

Guaishou74851/IDM

(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]

Language: Python - Size: 2.87 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 124 - Forks: 12

Guaishou74851/PCNet

(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]

Language: Python - Size: 9.12 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 86 - Forks: 6

JeffFessler/MIRT.jl

MIRT: Michigan Image Reconstruction Toolbox (Julia version)

Language: Julia - Size: 2.07 MB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 114 - Forks: 28

youyuge34/PI-REC

:fire: PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. :fire: 图像翻译，条件GAN，AI绘画

Language: Python - Size: 45.5 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2,049 - Forks: 241

TomographicImaging/CCPi-Regularisation-Toolkit

The set of CPU/GPU optimised regularisation modules for iterative image reconstruction and other image processing tasks

Language: C - Size: 106 MB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 56 - Forks: 25

aiff22/PyNET

Generating RGB photos from RAW image files with PyNET

Language: Python - Size: 44.9 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 333 - Forks: 72

PyTomography/SlicerSPECTRecon

A 3D Slicer extension for SPECT reconstruction, built using PyTomography

Language: Python - Size: 166 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 21 - Forks: 8

cuiziteng/Illumination-Adaptive-Transformer

🌕 [BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.

Language: Python - Size: 29.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 513 - Forks: 49

JuliaTomo/XfromProjections.jl

Tomographic image reconstruction package in Julia

Language: Julia - Size: 165 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 1

aiff22/PyNET-Bokeh

Rendering Realistic Bokeh Images with PyNET

Language: Python - Size: 5.87 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 174 - Forks: 30

mckib2/pygrappa

Python implementations of GRAPPA-like algorithms.

Language: Python - Size: 1.31 MB - Last synced at: 29 days ago - Pushed at: 8 months ago - Stars: 71 - Forks: 13

pyxu-org/pyxu

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

Language: Python - Size: 286 MB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 134 - Forks: 16

aiff22/PyNET-PyTorch

Generating RGB photos from RAW image files with PyNET (PyTorch)

Language: Python - Size: 34.2 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 359 - Forks: 58

SyneRBI/SIRF-SuperBuild

SIRF CMake SuperBuild

Language: CMake - Size: 1.86 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 18

icon-lab/MambaRoll

Official implementation of MambaRoll: A Physics-Driven Autoregressive State Space Model for Medical Image Reconstruction (https://arxiv.org/abs/2412.09331)

Language: Python - Size: 318 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 16 - Forks: 1

louis-alexandre-laguet/Variational_Auto_Encoder

This repository presents Autoencoders (AE) and Variational Autoencoders (VAE) on the Fashion MNIST and CelebA datasets. It delves into concepts of image compression, reconstruction, and the generation of new images via probabilistic models.

Language: Jupyter Notebook - Size: 7.1 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

wenbihan/reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

Size: 23.4 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 2,443 - Forks: 509

SyneRBI/SIRF

Main repository for the CCP SynerBI software

Language: C++ - Size: 9.59 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 64 - Forks: 29

kwea123/MINER_pl

Unofficial implementation (replicates paper results!) of MINER: Multiscale Implicit Neural Representations in pytorch-lightning

Language: Jupyter Notebook - Size: 15.1 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 61 - Forks: 3

kwea123/Coordinate-MLPs

Experiments of coordinate MLPs

Language: Python - Size: 1.72 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 97 - Forks: 3

WebxCT/WebCT

Interactive Web UI for X-ray CT with Real-time Results

Language: TypeScript - Size: 33 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 12 - Forks: 2

Guaishou74851/SCNet

(IJCV 2024) Self-Supervised Scalable Deep Compressed Sensing [PyTorch]

Language: Python - Size: 52.3 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 59 - Forks: 6

mckib2/phantominator

Generate numerical phantoms.

Language: Python - Size: 80.1 KB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 39 - Forks: 2

OutofAi/StableFace

Build your own Face App with Stable Diffusion 2.1

Language: Jupyter Notebook - Size: 1.78 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 150 - Forks: 15

marrlab/SHAPR_torch

SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"

Language: Python - Size: 11.1 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 40 - Forks: 8

Guaishou74851/DCCM

(Nature Communications Engineering 2024) Compressive Confocal Microscopy Imaging at the Single-Photon Level with Ultra-Low Sampling Ratios [PyTorch]

Language: Python - Size: 793 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 17 - Forks: 2

rahul-sb/EIT

Electrical Impedance Tomography (EIT)

Language: MATLAB - Size: 189 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 35 - Forks: 9

NiftyPET/NIPET

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

Language: Cuda - Size: 1.28 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 31 - Forks: 10

manyaafonso/pySENS

Python implementation of optimization methods for inverse problems in imaging.

Language: Jupyter Notebook - Size: 3.32 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

Nithin-GK/AT-DDPM

[WACV '23] AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models

Language: Python - Size: 16.2 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 24 - Forks: 1

srothst1/Static-Compressed-Sensing

Implemented a static compressed sensing algorithm using orthogonal matching pursuit.

Language: MATLAB - Size: 7.81 KB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1

Oounce/classical-quantum-mnist

Single pixel imaging with classical and quantum neutral network

Language: Jupyter Notebook - Size: 3.22 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 1

OhGreat/DART_python

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

Language: Python - Size: 80.3 MB - Last synced at: 27 days ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 2

kbredies/gratopy

Gratopy - Graz accelerated tomographic projections for Python

Language: Python - Size: 10.7 MB - Last synced at: 26 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 3

neeraj3029/Ne2Ne-Image-Denoising

Deep Unsupervised Image Denoising, based on Neighbour2Neighbour training

Language: Python - Size: 1.55 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 32 - Forks: 1

rlkingston/IPA

Iterative Projection Algorithms for protein crystallography

Size: 15 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 7 - Forks: 0

Chinmayrane16/ReconNet-PyTorch

A non-iterative algorithm to reconstruct images from compressively sensed measurements.

Language: Jupyter Notebook - Size: 146 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 43 - Forks: 6

DenOfEquity/forge_space_InstantIR

Forge2 Spaces adaptation of InstantIR image reconstruction by InstantX

Language: Python - Size: 14.6 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Mehrab-Kalantari/Autoencoder-Image-Retrieval

Image retrieval using a simple autoencoder on CIFAR-10 dataset

Language: Jupyter Notebook - Size: 191 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

JuliaImageRecon/Examples

Image reconstruction examples using the Julia language

Language: Julia - Size: 5.56 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 4 - Forks: 1

joaolcguerreiro/M3DSR

Repository for M3DSR method

Size: 53.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

LukasMosser/PorousMediaGan

Reconstruction of three-dimensional porous media using generative adversarial neural networks

Language: Jupyter Notebook - Size: 100 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 182 - Forks: 67

RenatoGeh/gospn

A free, open-source inference and learning library for Sum-Product Networks (SPN)

Language: Go - Size: 25.7 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 24 - Forks: 5

dkazanc/TomoPhantom

Software to generate 2D/3D/4D analytical phantoms and their Radon transforms (parallel beam) for image processing

Language: C - Size: 18.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 121 - Forks: 54

algotom/algotom.github.io

Main page of Algotom's documentation

Language: HTML - Size: 73.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Arjun-08/Image-Reconstruction-using-CG-algorithm

This repository demonstrates the use of a Conjugate Gradient (CG) algorithm to solve an optimization problem for reconstructing 2D images from incomplete pixel data. It explores the impact of parameters like tolerance (ε) and regularization (λ) on the accuracy of the reconstruction.

Language: Jupyter Notebook - Size: 4.2 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SIP-AAU/Magni

A package for AFM image reconstruction and compressed sensing in general

Language: Python - Size: 29.8 MB - Last synced at: 24 days ago - Pushed at: over 6 years ago - Stars: 42 - Forks: 10

jqtangust/FilmRemoval

[CVPR 2024] Official Implementation of Learning to Remove Wrinkled Transparent Film with Polarized Prior

Language: Python - Size: 3.03 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 31 - Forks: 0

antonmilev/MagicInpainter

Image Inpaint Software

Size: 87.6 MB - Last synced at: 9 days ago - Pushed at: 7 months ago - Stars: 6 - Forks: 0

jimohola/Master-Thesis

Proposed a monocular 3D polarization imaging approach for non-Lambertian surfaces by investigating the subtle difference in specular and diffuse reflection and then separating them using independent component analysis (ICA).

Language: MATLAB - Size: 2.28 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0

nducros/SPRAY

This repository contains Matlab scripts and functions for spectral CT material decomposition

Language: Matlab - Size: 29.6 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 13

nducros/SPIRIT

This repository contains Matlab scripts and functions for single-pixel imaging

Language: MATLAB - Size: 2.48 MB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 35 - Forks: 8

leonardoLavagna/Computer-Vision 📦

Some computer vision experiments using the python library cv2 and some matrix completion techniques

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

HarshilShah1804/ES335_Assignment2

This repository is created for submission of Assignment 2 of the course ES 335 - Machine Learning, at the Indian Institute of Technology, Gandhinagar.

Language: Jupyter Notebook - Size: 55.9 MB - Last synced at: 21 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

stes/compressed_sensing

Enhancing Compressive Sensing with Neural Networks

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: about 1 month ago - Pushed at: over 8 years ago - Stars: 37 - Forks: 19

hyeonsangjeon/disparity-based-space-vagriant-image-deblurring

“Disparitybased space-variant image deblurring,” Signal Processing: Image Communication, vol. 28, no. 7, pp. 792–808, 2013.

Size: 20.5 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 14 - Forks: 0

willxxy/MS-SSIM-L1-For-1D

[PyTorch] Implementation of MS-SSIM + L1 loss proposed in "Loss Functions for Neural Networks for Image Processing" for Greyscale Images

Language: Python - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

saradindusengupta/Regularization_parametre_in_reconstruction_of_cparallel-MR-image

Analyzing various regularization parameter for k-space based parallel MR image reconstruction

Language: Matlab - Size: 12.6 MB - Last synced at: 12 days ago - Pushed at: over 7 years ago - Stars: 9 - Forks: 3

spsingh37/Classical-computer-vision

This repo contains implementations of some of the classical computer vision algorithms/techniques for feature extraction, feature matching, image transformation, color image reconstruction, image denoising, image classification, and image segmentation.

Language: Jupyter Notebook - Size: 29.5 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

ankitacoder3/Image-Processing-IMG-IMPACT

'IMG-IMPACT' is an Image Processing Project that uses various Image Processing Technologies and Techniques . A part of the project 'Image-Processing-IMG-IMPACT' was used as a project, for the 'Linear Algebra' course 'ue20ma251'.

Language: Python - Size: 14.5 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

noeedc/SAMO-QSM 📦

SAMO-QSM is a cutting-edge project that accelerates multi-orientation quantitative susceptibility mapping (QSM) by merging a Deep Learning Super-Resolution Model with an optimized QSM reconstruction algorithm. This approach ensures high-quality image reconstruction while significantly reducing acquisition time.

Language: Python - Size: 11.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

renan-siqueira/autoencoder-research

A comprehensive toolkit built with PyTorch, designed to facilitate the training, evaluation, and visualization of autoencoders. From simple linear autoencoders to convolutional and variational architectures, this project offers an intuitive and expandable framework for anyone delving into the realm of unsupervised learning.

Language: Python - Size: 44.9 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0