image-registration

There are 54 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 2573
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 remote-sensing-image point-cloud-registration slam
1472
verlab / accelerated_features
Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!
descriptors image-matching image-registration keypoints local-features real-time lightweight
Language:Jupyter Notebook 1437
ANTsX / ANTs
Advanced Normalization Tools (ANTs)
image-registration image-segmentation medical-image-processing neuroimaging
Language:C++ 1380
DeepReg
DeepRegNet / DeepReg
Medical image registration using deep learning
image-registration medical-image-registration image-fusion deep-learning deep-neural-networks neural-network convolutional-neural-networks tensorflow2 deepreg
Language:Python 605
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 562
SuperElastix / SimpleElastix
Multi-lingual medical image registration library
image-registration elastix simpleitk
Language:SWIG 531
inrainbws / cnn-registration
An image registration method using convolutional neural network features.
image-registration convolutional-neural-networks
Language:Python 454
airlab-unibas / airlab
Image registration laboratory for 2D and 3D image data
autograd image-alignment image-registration pytorch rapid-prototyping
Language:Python 430
junyuchen245 / ViT-V-Net_for_3D_Image_Registration_Pytorch
Vision Transformer for 3D medical image registration (Pytorch)
convolutional-neural-networks image-registration pytorch-implementation vision-transformer
Language:Python 338
vincentjzy / OpenCorr
Digital Image Correlation & Digital Volume Correlation Library
correlation dic dvc digital-image-correlation digital-volume-correlation computer-vision algorithms deformation-monitoring motion-tracking stereo-matching image-matching image-registration 3d-sift fast-fourier-convolution inverse-compositional-gauss-newton gpu parallel-computing graphical-user-interface
Language:C++ 243
quqixun / ImageRegistration
A demo that implement image registration by matching SIFT descriptors and appling RANSAC and affine transformation.
image-registration ransac sift-descriptors affine-transformation
Language:Python 226
hsokooti / RegNet
Nonrigid image registration using multi-scale 3D convolutional neural networks
convolutional-neural-networks image-registration machine-learning medical-image-processing tensorflow
Language:Python 199
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++ 198
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 189
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
168
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 151
Hsankesara / VoxelMorph-PyTorch
An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method
image-registration deformable-image-registration voxel-morph pytorch spatial-transformer-networks ieeetran cvpr2018
Language:Python 147
rkwitt / quicksilver
Predictive Image Registration
deep-learning image-registration
Language:C++ 139
C4IR / FAIR.m
Flexible Algorithms for Image Registration
image-registration toolbox matching image-processing alignment medical-imaging
Language:MATLAB 123
biomedia-mira / istn
Image-and-Spatial Transformer Networks
image-registration deep-learning spatial-transformer-networks medical-imaging
Language:Python 112
abhineet123 / MTF
Modular Tracking Framework
image-registration tracking homography ros mtf cpp decomposition paper thesis
Language:C++ 103
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 93
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 91
multiview-stitcher / multiview-stitcher
A toolbox for registering / fusing / stitching large multi-view / multi-positioning image datasets in 2-3D.
image-processing stitching image-fusion image-registration
Language:Jupyter Notebook 90
SuperElastix / SuperElastix
Official SuperElastix repository
image-registration
Language:C++ 87
jaehyunnn / DeepAerialMatching_pytorch
Official Implementation of Deep Aerial Image Matching using PyTorch
aerial-imagery image-registration end-to-end-learning deep-learning machine-learning remote-sensing-image image-matching computer-vision
Language:Python 86
YoshiRi / ImRegPOC
FFT based image registration tool for Python and MATLAB
image-registration opencv-python phase-correlation
Language:Jupyter Notebook 86
neel-dey / anatomix
[ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
contrastive-learning image-registration image-segmentation multimodal-registration representation-learning synthetic-data zero-shot-learning
Language:Python 83
MungoMeng / Registration-CorrMLP
[CVPR2024 🏆 Best Paper Candidate] CorrMLP: Correlation-aware MLP-based networks for deformable medical image registration
deep-learning image-registration mlp
Language:Python 81
MWod / DeeperHistReg
DeeperHistReg - Source Code
deep-learning digital-pathology histopathology image-registration wsi-images wsi-registration
Language:Jupyter Notebook 77
udaysankar01 / xfeat_cpp
The C++ Implementation of XFeat (Accelerated Features).
cpp descriptors image-matching image-registration local-features xfeat
Language:C++ 73
Algolzw / SPAC-Deformable-Registration
Reinforcement learning for deformable image registration, AAAI 2022
image-registration python pytorch reinforcement-learning
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 57
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 56
uncbiag / ICON
A library for performing image registration using deep learning, regularized by inverse consistency
deep-learning medical-imaging registration image-registration
Language:Jupyter Notebook 55

image-registration

voxelmorph / voxelmorph

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

verlab / accelerated_features

ANTsX / ANTs

DeepRegNet / DeepReg

junyuchen245 / TransMorph_Transformer_for_Medical_Image_Registration

SuperElastix / SimpleElastix

inrainbws / cnn-registration

airlab-unibas / airlab

junyuchen245 / ViT-V-Net_for_3D_Image_Registration_Pytorch

vincentjzy / OpenCorr

quqixun / ImageRegistration

hsokooti / RegNet

BioMedIA / MIRTK

moabarar / nemar

visionxiang / awesome-computational-photography

nipreps / smriprep

Hsankesara / VoxelMorph-PyTorch

rkwitt / quicksilver

C4IR / FAIR.m

biomedia-mira / istn

abhineet123 / MTF

Borda / BIRL

daviddmc / NeSVoR

multiview-stitcher / multiview-stitcher

SuperElastix / SuperElastix

jaehyunnn / DeepAerialMatching_pytorch

YoshiRi / ImRegPOC

neel-dey / anatomix

MungoMeng / Registration-CorrMLP

MWod / DeeperHistReg

udaysankar01 / xfeat_cpp

Algolzw / SPAC-Deformable-Registration

kumarshreshtha / image-registration-cnn

jyang526843 / 2D_ALDIC

uncbiag / ICON