image-registration

There are 52 repositories under image-registration topic.

voxelmorph / voxelmorph
Unsupervised Learning for Image Registration
deep-learning diffeomorphism image-alignment image-registration machine-learning optical-flow probabilistic unsupervised-learning
Language:Python 2150
ANTsX / ANTs
Advanced Normalization Tools (ANTs)
image-registration image-segmentation medical-image-processing neuroimaging
Language:C++ 1115
awesome-image-registration
Awesome-Image-Registration-Organization / awesome-image-registration
image registration related books, papers, videos, and toolboxes
awesome awesome-list image image-processing image-registration medical-images natural-images point-cloud-registration remote-sensing-image slam
1087
DeepReg
DeepRegNet / DeepReg
Medical image registration using deep learning
convolutional-neural-networks deep-learning deep-neural-networks deepreg image-fusion image-registration medical-image-registration neural-network tensorflow2
Language:Python 544
SuperElastix / SimpleElastix
Multi-lingual medical image registration library
elastix image-registration simpleitk
Language:SWIG 503
yzhq97 / cnn-registration
An image registration method using convolutional neural network features.
convolutional-neural-networks image-registration
Language:Python 421
airlab-unibas / airlab
Image registration laboratory for 2D and 3D image data
autograd image-alignment image-registration pytorch rapid-prototyping
Language:Python 395
junyuchen245 / TransMorph_Transformer_for_Medical_Image_Registration
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
bayesian-deep-learning deep-learning diffeomorphism image-alignment image-registration swin-transformer transformer vision-transformer
Language:Python 374
junyuchen245 / ViT-V-Net_for_3D_Image_Registration_Pytorch
Vision Transformer for 3D medical image registration (Pytorch).
vision-transformer image-registration pytorch-implementation convolutional-neural-networks
Language:Python 274
quqixun / ImageRegistration
A demo that implement image registration by matching SIFT descriptors and appling RANSAC and affine transformation.
affine-transformation image-registration ransac sift-descriptors
Language:Python 195
hsokooti / RegNet
Nonrigid image registration using multi-scale 3D convolutional neural networks
image-registration convolutional-neural-networks machine-learning medical-image-processing tensorflow
Language:Python 189
BioMedIA / MIRTK
The Medical Image Registration ToolKit (MIRTK), the successor of the IRTK, contains common CMake build configuration files, core libraries, and basic command-line tools. Extension packages are hosted by the MIRTK GitHub group at
ffd free-form-deformation image-processing image-registration medical-imaging toolkit
Language:C++ 173
moabarar / nemar
[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation
multimodal registartion stn image-to-image-translation multi-modal multi-modal-learning affine-transformation deformable-transformation deep-learning cnn pytorch image-registration cvpr2020 multimodal-image-registration
Language:Python 161
rkwitt / quicksilver
Predictive Image Registration
image-registration deep-learning
Language:C++ 130
nipreps / smriprep
Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)
image-processing image-registration image-segmentation mri structural-mri surface-reconstruction
Language:Python 120
C4IR / FAIR.m
Flexible Algorithms for Image Registration
alignment image-processing image-registration matching medical-imaging toolbox
Language:MATLAB 114
Hsankesara / VoxelMorph-PyTorch
An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method
cvpr2018 deformable-image-registration ieeetran image-registration pytorch spatial-transformer-networks voxel-morph
Language:Python 112
biomedia-mira / istn
Image-and-Spatial Transformer Networks
deep-learning image-registration medical-imaging spatial-transformer-networks
Language:Python 107
abhineet123 / MTF
Modular Tracking Framework
image-registration tracking homography ros mtf cpp decomposition paper thesis
Language:C++ 100
visionxiang / awesome-computational-photography
A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.
computational-photography image-alignment image-matching image-stitching image-registration
88
Borda / BIRL
BIRL: Benchmark on Image Registration methods with Landmark validations
image-registration benchmark evaluation-framework medical-imaging pathology-image landmarks image-pair dataset registration-methods cima anhir docker-image registration-performances registration-benchmark
Language:Python 87
SuperElastix / SuperElastix
Official SuperElastix repository
image-registration
Language:C++ 81
YoshiRi / ImRegPOC
FFT based image registration tool for Python and MATLAB
image-registration opencv-python phase-correlation
Language:Jupyter Notebook 78
jaehyunnn / DeepAerialMatching_pytorch
Official Implementation of Deep Aerial Image Matching using PyTorch
aerial-imagery computer-vision deep-learning end-to-end-learning image-matching image-registration machine-learning remote-sensing-image
Language:Python 66
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 59
kumarshreshtha / image-registration-cnn
A pytorch implementation of CNN based MRI image registration based on Christodoulidis Stergios et al. "Linear and Deformable Image Registration with 3D Convolutional Neural Networks", 2018.
cnn convolutional-neural-networks deep-learning image-registration medical-imaging pytorch
Language:Python 51
mariusherzog / ImageRegistration
Medical Image Registration using Mutual Information
image-registration
Language:C++ 48
cq615 / Joint-Motion-Estimation-and-Segmentation
[MICCAI'18] Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences
motion-estimation segmentation image-registration motion-tracking machine-learning deep-learning unsupervised-learning optical-flow cardiac-motion
Language:Python 47
InsightSoftwareConsortium / ITKTwoProjectionRegistration
ITK-Based Implementation of Two-Projection 2D/3D Registration Method with an Application in Patient Setup for External Beam Radiotherapy
itk-module registration itk image-registration
Language:C++ 47
neel-dey / Atlas-GAN
[ICCV 2021] Generative Adversarial Registration for Improved Conditional Deformable Templates
image-registration gan generative-adversarial-network atlas-building mri voxelmorph diffeomorphism
Language:Python 46
uncbiag / DeepAtlas
Joint Semi-supervised Learning of Image Registration and Segmentation
image-segmentation image-registration semi-supervised-learning medical-image-analysis
Language:Python 45
yuta-hi / pytorch_similarity
Similarity Measure. Re-implementation for PyTorch.
gradient-correlation image-similarity pytorch cyclegan image-registration
Language:Python 45
andreasmang / claire
Constrained Large Deformation Diffeomorphic Image Registration (CLAIRE)
image-registration parallel-computing medical-image-computing
Language:C++ 44
Algolzw / SPAC-Deformable-Registration
Reinforcement learning for deformable image registration, AAAI 2022
image-registration python pytorch reinforcement-learning
Language:Python 43
jyang526843 / 2D_ALDIC
AL-DIC(Augmented Lagrangian DIC) is a fast, parallel-computing DIC algorithm, which combines advantages of Local Subset DIC (fast, compute in parallel) and Global DIC (guarantee kinematic compatibility).
digital-image-correlation computer-vision image-registration matlab motion-tracking
Language:MATLAB 42
InsightSoftwareConsortium / ITKTubeTK
TubeTK is an open-source toolkit for the segmentation, registration, and analysis of tubes and surfaces in images, developed by Kitware, Inc.
python neuroscience medical-image-processing vessel-segmentation image-registration jupyter-notebook
Language:C++ 41

image-registration

voxelmorph / voxelmorph

ANTsX / ANTs

Awesome-Image-Registration-Organization / awesome-image-registration

DeepRegNet / DeepReg

SuperElastix / SimpleElastix

yzhq97 / cnn-registration

airlab-unibas / airlab

junyuchen245 / TransMorph_Transformer_for_Medical_Image_Registration

junyuchen245 / ViT-V-Net_for_3D_Image_Registration_Pytorch

quqixun / ImageRegistration

hsokooti / RegNet

BioMedIA / MIRTK

moabarar / nemar

rkwitt / quicksilver

nipreps / smriprep

C4IR / FAIR.m

Hsankesara / VoxelMorph-PyTorch

biomedia-mira / istn

abhineet123 / MTF

visionxiang / awesome-computational-photography

Borda / BIRL

SuperElastix / SuperElastix

YoshiRi / ImRegPOC

jaehyunnn / DeepAerialMatching_pytorch

daviddmc / NeSVoR

kumarshreshtha / image-registration-cnn

mariusherzog / ImageRegistration

cq615 / Joint-Motion-Estimation-and-Segmentation

InsightSoftwareConsortium / ITKTwoProjectionRegistration

neel-dey / Atlas-GAN

uncbiag / DeepAtlas

yuta-hi / pytorch_similarity

andreasmang / claire

Algolzw / SPAC-Deformable-Registration

jyang526843 / 2D_ALDIC

InsightSoftwareConsortium / ITKTubeTK