computational-imaging

There are 4 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 1102
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-retrieval wavefront-sensing phase-reconstruction phase-recovery ptychography
392
mrirecon / bart
BART: Toolbox for Computational Magnetic Resonance Imaging
bart-toolbox compressed-sensing computational-imaging deep-learning iterative-methods mri
Language:C 288
deepinv / deepinv
PyTorch library for solving imaging inverse problems using deep learning
computational-imaging computed-tomography deblurring deep-equilibrium-models deep-learning diffusion-models image-processing inverse-problems mri plug-and-play super-resolution unfolded
Language:Python 239
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 156
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 113
bchao1 / awesome-holography
A curated list of resources on holographic displays.
cgh computational-imaging computer-vision hologram holography optics computer-generated-hologram computer-graphics arvr augmented-reality mixed-reality virtual-reality
105
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 89
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 87
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 84
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.
end-to-end fourier-optics metasurface tensorflow diffraction doe d-flat computational-imaging propagation-algorithm
Language:Python 70
analytech-solutions / fkMigration.jl
A Julia project demonstrating the fast f-k migration algorithm.
computational-imaging imaging julia nlos reconstruction
Language:Julia 66
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 56
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 doe end-to-end fourier-optics metasurface pytorch propagation-algorithm machine-learning dflat
Language:Jupyter Notebook 49
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 47
DL-CACTI
mq0829 / DL-CACTI
Deep Learning for Video Compressive Sensing
computational-imaging compressive-sensing deep-learning high-speed-imaging
Language:MATLAB 45
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 41
BingyaoHuang / CompenNet
[CVPR'19] End-to-end Projector Photometric Compensation
projector procam rendering deep-learning computer-vision computer-graphics computational-imaging cvpr2019
Language:Python 35
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 35
nducros / SPIRIT
This repository contains Matlab scripts and functions for single-pixel imaging
computational-imaging image-reconstruction matlab-scripts single-pixel-camera
Language:MATLAB 33
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 31
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 31
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 30
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 30
AdvancedPhotonSource / tike
Repository for ptychography software
computational-imaging image-processing ptychography tomography
Language:Python 29
DDreher / AwesomeMLForDigitalMedia
A curated list of awesome machine learning resources in the context of digital media and (interactive) computer graphics.
awesome-list computer-graphics machine-learning deep-learning digital-media computer-vision character-animation computational-imaging game-development neural-rendering
25
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 25
AdvancedPhotonSource / xdesign
Tools for designing x-ray phantoms and experiments.
computational-imaging image-processing simulation tomography x-ray-physics
Language:Python 24
BingyaoHuang / CompenNet-plusplus
[ICCV'19] CompenNet++: End-to-end Full Projector Compensation
computational-imaging computer-graphics computer-vision deep-learning iccv2019 procam projector
Language:Python 24
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 18
mschiffn / comp_ui_toolbox
Computational Ultrasound Imaging Toolbox for MATLAB
tomography ultrasound sonography ultrasound-imaging computational-imaging random-wave compressed-sensing regularization
Language:MATLAB 16
radxtools / collageradiomics
Python Implementation of the CoLlAGe radiomics descriptor. CoLlAGe captures subtle anisotropic differences in disease pathologies by measuring entropy of co-occurrences of voxel-level gradient orientations on imaging computed within a local neighborhood.
radiomics radiomics-feature-extraction computational-imaging cancer-imaging-research cancer-imaging python docker feature-extraction radiomics-features 3d-slicer-extension itcr
Language:Python 15
kqwang / computational-imaging
Resources for computational imaging
computational-imaging deep-learning phase-imaging holography phase-retrieval quantitative-phase-imaging
14
mikgroup / phase_cycling
General phase regularized MRI reconstruction using phase cycling
compressed-sensing mri iterative-methods computational-imaging
Language:MATLAB 14
holoCu
btilmon / holoCu
CUDA implementation of "Energy-Efficient Adaptive 3D Sensing" (CVPR 2023)
computational-imaging computational-photography computer-generated-holography cuda cvpr2023 optics-simulation
Language:C++ 12
lightChaserX / neural-global-shutter
[CVPR 2022] Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature
computational-photography computer-vision computational-imaging deep-learning pytorch deblurring rolling-shutter
12

computational-imaging

AIM-Harvard / pyradiomics

kqwang / phase-recovery

mrirecon / bart

deepinv / deepinv

kaanaksit / odak

pyxu-org / pyxu

bchao1 / awesome-holography

lanl / scico

liuyang12 / DeSCI

uwgraphics / ProximityPlanarRecovery

DeanHazineh / DFlat-tensorflow

analytech-solutions / fkMigration.jl

liuyang12 / PnP-SCI

DeanHazineh / DFlat

aangelopoulos / im2im-uq

mq0829 / DL-CACTI

MRSRL / dl-cs

BingyaoHuang / CompenNet

tuvovan / RFDNet-ImageSuperResolution

nducros / SPIRIT

liuyang12 / PnP-SCI_python

pavikonda / RaspberryPi_FPScope

HeSunPU / DPI

kevinczhou / mesoscopic-photogrammetry

AdvancedPhotonSource / tike

DDreher / AwesomeMLForDigitalMedia

nadeemlab / CIR

AdvancedPhotonSource / xdesign

BingyaoHuang / CompenNet-plusplus

cbasedlf / single_pixel_demo

mschiffn / comp_ui_toolbox

radxtools / collageradiomics

kqwang / computational-imaging

mikgroup / phase_cycling

btilmon / holoCu

lightChaserX / neural-global-shutter