computational-imaging

There are 6 repositories under computational-imaging topic.

AIM-Harvard / pyradiomics
Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics
radiomics cancer-imaging-research medical-imaging computational-imaging nci-qin tcia-dac python radiomics-features docker nci-itcr radiomics-feature-extraction feature-extraction ibsi
Language:Jupyter Notebook 1334
kqwang / phase-recovery
Resources for phase recovery (also called phase imaging, phase retrieval, or phase reconstruction)
computational-imaging deep-learning holography interferometry phase-imaging phase-reconstruction phase-recovery phase-retrieval ptychography wavefront-sensing
983
deepinv / deepinv
DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning
computational-imaging computed-tomography deblurring deep-equilibrium-models deep-learning diffusion-models image-processing image-reconstruction imaging inverse-problems mri plug-and-play pytorch super-resolution unfolded
Language:Python 582
singer-yang / DeepLens
Differentiable optical lens simulator for end-to-end cameras.
computational-imaging differentiable-optics end-to-end-camera optical-simulation ray-tracing
Language:Python 510
mrirecon / bart
BART: Toolbox for Computational Magnetic Resonance Imaging
computational-imaging mri iterative-methods compressed-sensing bart-toolbox deep-learning
Language:C 344
odak
kaanaksit / odak
Scientific computing library for optics, computer graphics and visual perception.
raytracing optics wave-optics jones-calculus cluster-computing computational-optics computational-display computational-imaging computer-graphics holography perception computer-generated-holography pytorch numpy odak machine-learning deep-learning python lensless color
Language:Python 198
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 162
shwbaek / pado
Pado: Pytorch Automatic Differentiable Optics
computational-display computational-imaging optics
Language:Python 148
lanl / scico
Scientific Computational Imaging COde
computational-imaging inverse-problems optimization admm fista total-variation plug-and-play-priors jax convex-optimization proximal-algorithms proximal-operators
Language:Python 142
pyxu
pyxu-org / pyxu
Modular and scalable computational imaging in Python with GPU/out-of-core computing.
array-api array-computing artificial-intelligence bayesian-methods computational-imaging computer-vision foundation-models image-enhancement image-processing image-reconstruction image-restoration inverse-problem machine-learning matrix-free modular python-hpc python-library scalable sensing sparse-learning
Language:Python 139
bchao1 / awesome-holography
A curated list of resources on holographic displays.
arvr augmented-reality cgh computational-imaging computer-generated-hologram computer-graphics computer-vision hologram holography mixed-reality optics virtual-reality
135
liuyang12 / DeSCI
Rank Minimization for Snapshot Compressive Imaging (TPAMI'19)
compressive-sensing computational-imaging coded-aperture rank-minimization low-rank high-speed-imaging hyperspectral-imaging snapshot-compressive-imaging
Language:MATLAB 111
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 110
uwgraphics / ProximityPlanarRecovery
Official Demo Code for "Unlocking the Performance of Proximity Sensors by Utilizing Transient Histograms"
3d-sensor computational-imaging computer-vision differentiable-rendering robotics time-of-flight
Language:C 101
DFlat
DeanHazineh / DFlat
DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.
computational-imaging diffraction end-to-end fourier-optics metasurface pytorch machine-learning
Language:Jupyter Notebook 92
DFlat-tensorflow
DeanHazineh / DFlat-tensorflow
(Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.
computational-imaging diffraction end-to-end fourier-optics metasurface tensorflow
Language:Python 80
liuyang12 / PnP-SCI
Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)
computational-imaging snapshot-compressive-imaging plug-and-play-priors deep-denoiser high-speed-imaging
Language:MATLAB 68
analytech-solutions / fkMigration.jl
A Julia project demonstrating the fast f-k migration algorithm.
nlos reconstruction imaging computational-imaging julia
Language:Julia 66
DL-CACTI
mq0829 / DL-CACTI
Deep Learning for Video Compressive Sensing
computational-imaging compressive-sensing deep-learning high-speed-imaging
Language:MATLAB 63
aangelopoulos / im2im-uq
Image-to-image regression with uncertainty quantification in PyTorch. Take any dataset and train a model to regress images to images with rigorous, distribution-free uncertainty quantification.
unet uncertainty uncertainty-quantification uncertainty-estimation quantile-regression image-to-image-translation biomedical-image-processing biomedical-data-science computational-biology computational-imaging mri machine-learning microscopy pytorch
Language:Python 58
chiahao3 / ptyrad
PtyRAD: Ptychographic Reconstruction with Automatic Differentiation
4d-stem computational-imaging microscopy ptychography
Language:Python 54
MRSRL / dl-cs
Compressed Sensing: From Research to Clinical Practice with Data-Driven Learning
deep-learning tensorflow mri-reconstruction compressed-sensing inverse-problems computational-imaging
Language:Python 44
Neural-Litho / Neural-Lithography
Official implementation of Neural Lithography (SIGGRAPH Asia 2023)
artificial-intelligence computational-imaging computer-vision design digital-manufacturing digital-twin manufacturing world-model lithograhy ai-for-science physics-informed-machine-learning real2sim sim2real
Language:Python 42
rmcao / nstm
🚀⏱️ Official implementation for "neural space-time model for dynamic multi-shot imaging"
computational-imaging dynamics implicit-neural-representation inverse-problems motion motion-tracking spatio-temporal
Language:Python 42
liuyang12 / PnP-SCI_python
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging (TPAMI 2022)
computational-imaging snapshot-compressive-imaging plug-and-play-priors deep-denoiser
Language:Jupyter Notebook 40
nducros / SPIRIT
This repository contains Matlab scripts and functions for single-pixel imaging
single-pixel-camera computational-imaging image-reconstruction matlab-scripts
Language:MATLAB 40
BingyaoHuang / CompenNet
[CVPR'19] End-to-end Projector Photometric Compensation
projector procam rendering deep-learning computer-vision computer-graphics computational-imaging cvpr2019
Language:Python 38
HeSunPU / DPI
Deep Probabilistic Imaging (DPI): Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging
computational-imaging normalizing-flow uncertainty-quantification interferometry mri-reconstruction
Language:Jupyter Notebook 38
nadeemlab / CIR
Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]
python cancer-imaging-research clinical-interpretation-algorithm computational-imaging deep-learning feature-extraction interpretability interpretable-deep-learning medical-imaging medical-imaging-datasets radiomics radiomics-feature-extraction radiomics-features pytorch-implementation
Language:Python 38
pavikonda / RaspberryPi_FPScope
Fourier ptychographic microscope based on a Raspberry Pi. Publication: 10.1038/s41598-019-43845-9
microscope ptychography low-cost computational-imaging phase-imaging
Language:OpenSCAD 37
tuvovan / RFDNet-ImageSuperResolution
Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution
computational-imaging computer-vision convolutional-neural-networks deep-learning image-enhancement image-super-resolution keras tensorflow tensorflow2
Language:Python 34
AdvancedPhotonSource / tike
Repository for ptychography software
ptychography tomography computational-imaging image-processing
Language:Python 32
AdvancedPhotonSource / xdesign
Tools for designing x-ray phantoms and experiments.
tomography x-ray-physics image-processing computational-imaging simulation
Language:Python 32
cbasedlf / single_pixel_demo
Demo for single-pixel imaging using Hadamard functions as sensing basis. Matlab/Python implementations
single-pixel computational-imaging single-pixel-camera digital-micromirror-device matlab python optics photonics
Language:Python 32
kevinczhou / mesoscopic-photogrammetry
3D reconstructions of mm-scale objects from sequences of phone camera images
computational-imaging structure-from-motion photogrammetry convolutional-neural-networks deep-image-prior tensorflow tensorflow2
Language:Python 32
DDreher / AwesomeMLForDigitalMedia
A curated list of awesome machine learning resources in the context of digital media and (interactive) computer graphics.
awesome-list character-animation computational-imaging computer-graphics computer-vision deep-learning digital-media game-development machine-learning neural-rendering
28