image-reconstruction

There are 17 repositories under image-reconstruction topic.

wenbihan / reproducible-image-denoising-state-of-the-art
Collection of popular and reproducible image denoising works.
image-denoising benchmarking state-of-the-art reproducible-research implementation curated-list summary inverse-problems image-restoration image-processing performance-analysis image-reconstruction noise noise-reduction recovery-image denoising-algorithms deep-learning cnn arxiv art
2475
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
gan image-to-image-translation cgan auto-painting edge-to-image-translation image image-reconstruction ai-painting
Language:Python 2060
Kobaayyy / Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
cvpr2020 computer-vision low-level-vision super-resolution image-reconstruction image-deraining image-dehazing image-deblurring image-restoration image-denoising image-enhancement image-quality-assessment image-demoireing cvpr2021 frame-interpolation cvpr2024 c-v-p-r image-processing image-compression cvpr2025
1467
CERN / TIGRE
TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox
tomography matlab toolbox cuda x-ray image-reconstruction gpus tigre python
Language:MATLAB 685
EndlessSora / focal-frequency-loss
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
generative-models loss-function frequency-domain frequency-analysis complementary autoencoder variational-autoencoder gan pix2pix spade loss image-reconstruction image-synthesis stylegan2 iccv2021 generative-adversarial-network generic image-generation
Language:Python 678
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.
exposure-correction low-light-enhance transformer-architecture transformer-models low-level-vision bmvc image-enhancement image-reconstruction image-restoration pytorch low-light-image-enhancement
Language:Python 532
aiff22 / PyNET-PyTorch
Generating RGB photos from RAW image files with PyNET (PyTorch)
pynet pytorch-implementation image-enhancement image-processing image-reconstruction deep-learning raw-to-rgb computer-vision mobile photography isp camera image-to-image-translation raw photos
Language:Python 367
Kobaayyy / Awesome-ECCV2024-ECCV2020-Low-Level-Vision
A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision
eccv2020 computer-vision low-level-vision image-reconstruction super-resolution image-deraining image-dehazing image-deblurring image-denoising image-restoration image-enhancement image-demoireing image-impainting image-quality-assessment eccv2024 eccv eccv-2020 eccv-2024 image-processing
346
aiff22 / PyNET
Generating RGB photos from RAW image files with PyNET
pynet image-enhancement image-processing image-reconstruction deep-learning raw-to-rgb computer-vision mobile photography isp camera image-to-image-translation raw photos
Language:Python 341
js3611 / Deep-MRI-Reconstruction
Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo
compressed-sensing convolutional-neural-networks deep-learning deep-neural-networks image-reconstruction mri
Language:Python 341
ai-forever / MoVQGAN
MoVQGAN - model for the image encoding and reconstruction
gan generative-adversarial-network image-compression image-encoding image-reconstruction
Language:Jupyter Notebook 250
OpenEIT / OpenEIT
Python based dashboard for real-time Electrical Impedance Tomography including image reconstruction using Back Projection, Graz Consensus and Gauss Newton methods
biomedical-image-processing biomedical-instrumentation eit electrical-impedance-tomography image-reconstruction inverse-problems python tomography
Language:Python 242
LEAP
LLNL / LEAP
comprehensive library of 3D transmission Computed Tomography (CT) algorithms with Python and C++ APIs, a PyQt GUI, and fully integrated with PyTorch
machine-learning artificial-intelligence computed-tomography cone-beam medical-imaging parallel-beam tomography spect vam leap ct image-reconstruction metal-artifact-reduction iterative-reconstruction beamhardening bhc scatter-correction abel-transform tomographic-reconstruction helical-reconstruction
Language:Cuda 182
LukasMosser / PorousMediaGan
Reconstruction of three-dimensional porous media using generative adversarial neural networks
machine-learning generative-adversarial-network image-reconstruction porous-media deep-learning computer-vision
Language:Jupyter Notebook 182
aiff22 / PyNET-Bokeh
Rendering Realistic Bokeh Images with PyNET
pynet bokeh bokeh-effect shallow-depth-of-field blur blurred-background aperture image-processing image-reconstruction image-to-image-translation deep-learning computer-vision mobile photography smartphones camera photos inference
Language:Python 174
OutofAi / StableFace
Build your own Face App with Stable Diffusion 2.1
faceapp sampling-distribution stable-diffusion pivotal-inversion stable-diffusion-2-1 stableface image-reconstruction photo-editing-app prompt2prompt ddim-inversion generative-ai generativeai attention-is-all-you-need transformers image-editing image-editing-app diffusion-models
Language:Jupyter Notebook 152
pyxu
pyxu-org / pyxu
Modular and scalable computational imaging in Python with GPU/out-of-core computing.
bayesian-methods computational-imaging computer-vision foundation-models image-enhancement image-processing image-reconstruction image-restoration inverse-problem python-library sensing artificial-intelligence machine-learning matrix-free modular scalable sparse-learning python-hpc array-api array-computing
Language:Python 138
PyTomography
PyTomography / PyTomography
This repository enables easy and fast medical image reconstruction in Python.
image-reconstruction medical-imaging nuclear-medicine python pytorch quantitative-imaging spect
Language:Python 128
Guaishou74851 / IDM
(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]
algorithm-unrolling compressed-sensing compressive-sampling compressive-sensing computational-imaging computer-vision deep-learning deep-neural-networks deep-unfolding deep-unfolding-model deep-unrolling diffusion-models image-reconstruction image-restoration invertible-neural-networks python pytorch single-pixel-imaging
Language:Python 124
dkazanc / TomoPhantom
Software to generate 2D/3D/4D analytical phantoms and their Radon transforms (parallel beam) for image processing
3d-phantoms astra-toolbox computed-tomography deblurring denoising-images image image-classification image-reconstruction machine-learning matlab phantom radon reconstruction tomography
Language:C 122
UCL / STIR
Software for Tomographic Image Reconstruction
image-reconstruction pet spect
Language:C++ 120
JeffFessler / MIRT.jl
MIRT: Michigan Image Reconstruction Toolbox (Julia version)
image-reconstruction julia tomography mri inverse-problems nufft sinogram k-space lasso sparse-coding optimization-algorithms mirt
Language:Julia 117
kwea123 / Coordinate-MLPs
Experiments of coordinate MLPs
neural-fields pytorch-lightning coordinate-mlp gaussian-activation image-reconstruction
Language:Python 97
PatrickTUM / SEN12MS-CR-TS
optical radar remote-sensing sar satellite satellite-data satellite-imagery sentinel sentinel-1 sentinel-2 cloud-removal inpainting image-reconstruction
Language:Python 94
SanketD92 / CT-Image-Reconstruction
Computed Tomography Image Reconstruction Project using MATLAB
matlab computed-tomography image-processing image-reconstruction medical-imaging medical-image-processing
Language:MATLAB 93
Ending2015a / hash-grid-encoding
Pure PyTorch implementation of Nvidia's hash grid encoding: https://nvlabs.github.io/instant-ngp/
computer-vision hashing image-reconstruction machine-learning nerf neural-network pytorch pytorch-lightning reproducible-research
Language:Python 88
Biomedical-Imaging-Group / GlobalBioIm
A unifying Matlab framework for the development of reconstruction algorithms (solving inverse problems) in computational imaging
image-processing linear-algebra matlab-library inverse-problems image-reconstruction
Language:MATLAB 87
Guaishou74851 / PCNet
(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]
algorithm-unrolling compressed-sensing compressive-sensing computational-imaging computer-vision deep-learning deep-neural-networks deep-unfolding image-reconstruction image-restoration python pytorch single-pixel-imaging compressive-sampling sampling-matrix structural-reparameterization
Language:Python 86
joanrod / ocr-vqgan
OCR-VQGAN, a discrete image encoder (tokenizer and detokenizer) for figure images in Paper2Fig100k dataset. Implementation of OCR Perceptual loss for clear text-within-image generation. Fork from VQGAN in CompVis/taming-transformers
dataset deep-generative-model deep-learning image-generation image-reconstruction ocr ocr-vqgan taming-transformers vqgan paper2fig paper2fig100k text-reconstruction
Language:Python 80
villekf / OMEGA
Open-source multi-dimensional tomographic reconstruction software (OMEGA)
emission-tomography reconstruction gate medical-imaging pet opengate opencl gpu gpgpu matlab octave image-reconstruction computed-tomography cone-beam-ct cuda python tomography inverse-problems
Language:MATLAB 80
daviddmc / NeSVoR
NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.
3d-reconstruction deep-learning image-reconstruction image-registration medical-imaging implicit-neural-representation neural-network transformers mri pytorch 3d-visualization neural-rendering super-resolution nerf segmentation
Language:Python 79
mckib2 / pygrappa
Python implementations of GRAPPA-like algorithms.
mri grappa parallel-imaging python image-reconstruction sms grog sense
Language:Python 75
Guaishou74851 / SCNet
(IJCV 2024) Self-Supervised Scalable Deep Compressed Sensing [PyTorch]
compressed-sensing compressive-sampling compressive-sensing convolutional-neural-networks deep-learning deep-neural-networks deep-unfolding deep-unfolding-model deep-unrolling image-reconstruction self-supervised-learning inverse-imaging-problems
Language:Python 66
SyneRBI / SIRF
Main repository for the CCP SynerBI software
image-reconstruction pet-mr medical-imaging
Language:C++ 64
kwea123 / MINER_pl
Unofficial implementation (replicates paper results!) of MINER: Multiscale Implicit Neural Representations in pytorch-lightning
coordinate-mlp gaussian-activation image-reconstruction miner neural-fields pytorch-lightning
Language:Jupyter Notebook 61
PatrickTUM / UnCRtainTS
cloud-removal image-processing image-reconstruction inpainting optical radar remote-sensing sar satellite satellite-data satellite-imagery sentinel sentinel-1 sentinel-2 uncertainty uncertainty-estimation uncertainty-quantification
Language:Python 61