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The Top 23 Image Registration Open Source Projects

Open source projects categorized as Image Registration
Categories > Image Registration
Voxelmorph ⭐ 2,025
Unsupervised Learning for Image Registration
total releases 2most recent commit 5 months ago
Ants ⭐ 1,107
Advanced Normalization Tools (ANTs)
most recent commit a month ago
Awesome Image Registration ⭐ 971
image registration related books, papers, videos, and toolboxes
most recent commit 7 months ago
Simpleelastix ⭐ 474
Multi-lingual medical image registration library
most recent commit a year ago
Deepreg ⭐ 442
Medical image registration using deep learning
total releases 5most recent commit a year ago
Cnn Registration ⭐ 376
An image registration method using convolutional neural network features.
most recent commit 3 years ago
Transmorph_transformer_for_medical_image_registration ⭐ 302
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
most recent commit 6 months ago
Airlab ⭐ 221
Image registration laboratory for 2D and 3D image data
most recent commit 4 years ago
Vit V Net_for_3d_image_registration_pytorch ⭐ 185
Vision Transformer for 3D medical image registration (Pytorch).
most recent commit 2 years ago
Regnet ⭐ 151
Nonrigid image registration using multi-scale 3D convolutional neural networks
most recent commit 3 years ago
Mirtk ⭐ 148
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
most recent commit 2 years ago
Smriprep ⭐ 111
Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)
dependent packages 4total releases 64most recent commit 5 months agopypi smriprep} Downloads
Mtf ⭐ 89
Modular Tracking Framework
most recent commit 3 years ago
Istn ⭐ 86
Image-and-Spatial Transformer Networks
most recent commit 2 years ago
Quicksilver ⭐ 84
Predictive Image Registration
most recent commit 5 years ago
Fair.m ⭐ 79
Flexible Algorithms for Image Registration
most recent commit 3 years ago
Awesome Computational Photography ⭐ 73
A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.
most recent commit 5 months ago
Birl ⭐ 63
BIRL: Benchmark on Image Registration methods with Landmark validations
most recent commit 2 years ago
Superelastix ⭐ 58
Official SuperElastix repository
most recent commit 5 years ago
Image Registration Cnn ⭐ 51
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.
most recent commit 2 years ago
2d_aldic ⭐ 42
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).
most recent commit 4 months ago
Rniftyreg ⭐ 39
An R interface to the NiftyReg medical image registration library
dependent packages 5total releases 30most recent commit 10 months ago
Itktubetk ⭐ 39
TubeTK is an open-source toolkit for the segmentation, registration, and analysis of tubes and surfaces in images, developed by Kitware, Inc.
total releases 15most recent commit 4 months ago
The 3 Most Depended On Image Registration Open Source Projects
Rniftyreg ⭐ 39
An R interface to the NiftyReg medical image registration library
dependent packages 5total releases 30latest release April 01, 2020most recent commit 10 months ago
Smriprep ⭐ 111
Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)
dependent packages 4total releases 64latest release December 08, 2023most recent commit 5 months agopypi smriprep} Downloads
Imreg ⭐ 24
FFT based image registration. Forked from https://pypi.org/project/imreg
dependent packages 1total releases 4latest release September 27, 2022most recent commit 4 months agopypi imreg} Downloads
The 10 Latest Releases In Image Registration Open Source Projects
Smriprep ⭐ 111
Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)
dependent packages 4total releases 64latest release December 08, 2023most recent commit 5 months agopypi smriprep} Downloads
Pyxel ⭐ 33
Python FE-DIC library
total releases 7latest release November 14, 2023most recent commit 4 months ago
Sitk Ibex ⭐ 16
Aligning images acquired with the IBEX microscopy imaging technique
total releases 2latest release June 14, 2023most recent commit 4 months ago
Nightlight ⭐ 35
Nightlight: Astronomic Image Processing
total releases 16latest release February 27, 2023most recent commit 4 months ago
Imreg ⭐ 24
FFT based image registration. Forked from https://pypi.org/project/imreg
dependent packages 1total releases 4latest release September 27, 2022most recent commit 4 months agopypi imreg} Downloads
Voxelmorph ⭐ 2,025
Unsupervised Learning for Image Registration
total releases 2latest release June 03, 2022most recent commit 5 months ago
Atlas Alignment ⭐ 10
Blue Brain multi-modal registration and alignment toolbox
total releases 3latest release January 24, 2022most recent commit 2 years ago
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