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44 search results found

Voxelmorph ⭐ 2,025

Unsupervised Learning for Image Registration

Deepreg ⭐ 442

Medical image registration using deep learning

Transmorph_transformer_for_medical_image_registration ⭐ 302

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

Image registration laboratory for 2D and 3D image data

Vit V Net_for_3d_image_registration_pytorch ⭐ 185

Vision Transformer for 3D medical image registration (Pytorch).

Nonrigid image registration using multi-scale 3D convolutional neural networks

Smriprep ⭐ 111

Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)

Image-and-Spatial Transformer Networks

BIRL: Benchmark on Image Registration methods with Landmark validations

Itktubetk ⭐ 39

TubeTK is an open-source toolkit for the segmentation, registration, and analysis of tubes and surfaces in images, developed by Kitware, Inc.

Biomedical Visualization and Analysis Framework

Python FE-DIC library

Voxelmorph Pytorch ⭐ 31

An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method

NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.

Multi-modal Image Registration And Connectivity anaLysis

Imregpoc ⭐ 28

FFT based image registration tool for Python and MATLAB

Deepatlas ⭐ 27

Joint Semi-supervised Learning of Image Registration and Segmentation

Dataset Histology Landmarks ⭐ 24

Dataset: landmarks for registration of histology images

FFT based image registration. Forked from https://pypi.org/project/imreg

Gdl Fire 4d ⭐ 20

General deep learning-based fast image registration framework for clinical thoracic 4D CT data

Acrn_chest_x Ray_ia ⭐ 19

Learning Deformable Registration of Medical Images with Anatomical Constraints

Image, point set, and surface registration in PyTorch.

Magellanmapper ⭐ 18

MagellanMapper is a graphical interface for 3D bioimage annotation, atlas registration, and regional quantification

Image Restoration ⭐ 17

Image registration using pytorch

TextSCF: LLM-Enhanced Image Registration Model

Sitk Ibex ⭐ 16

Aligning images acquired with the IBEX microscopy imaging technique

[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation

Registration Nice Net ⭐ 15

[MICCAI2022] NICE-Net: a Non-Iterative Coarse-to-finE registration Network for deformable image registration.

Deepaerialmatching_pytorch ⭐ 12

Official Implementation of Deep Aerial Image Matching using PyTorch

Gsi Rads ⭐ 12

Glioblastoma Surgery Imaging - Reporting And Data System (GSI-RADS).

St_gridnet ⭐ 12

A Python implementation of the model described in our publication "A convolutional neural network for common-coordinate registration of high-resolution histology images" developed principally for applications to registration of spatial transcriptomics image data.

Registration Aan ⭐ 11

AAN: Appearance Adjustment Networks to enhance deep learning-based image registration.

Atlas Alignment ⭐ 10

Blue Brain multi-modal registration and alignment toolbox

On The Fly Guidance ⭐ 8

On-the-Fly Guidance Training for Medical Image Registration. Pre-print available in link below.

Elastix Py ⭐ 8

A Python wrapper for the Elastix image registration software package.

Fully_unsupervised_cnn_registration_keras ⭐ 8

Fully unsupervised 2D/3D image registration with ConvNet.

Spac Deformable Registration ⭐ 8

Reinforcement learning for deformable image registration, AAAI 2022

selected code for 3D-2D image registration using deep learning

Geodesic Shooting ⭐ 7

Geodesic shooting and landmark matching in Python.

Freeformdeformation Sketchdetection ⭐ 6

Real-time image warping based on cubic B-spline Free Form Deformation (FFD) & sketch generation based on edge detection

SymTrans: A symmetric Transformer-based model for image registration.

Medical Image Registration And Pre Processing ⭐ 5

Register images to MNI152 Template and perform pre-processing

Difference of Local Entropy (DoLE) variant of SIFT for multimodal key point detection/description.

3D image registration training framework using adaptive loss weighting and synthetic data generation

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