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antspy

Advanced Normalization Tools in Python

brain-tissue-segmentation-using-expectation-maximization

Medical Image Segmentation and Applications (MISA) LAB task.

brainprep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

cyclegan-tensorflow

An implementation of CycleGan using TensorFlow

deepreg

Medical image registration using deep learning

dthb3d_reg

This package performs 3D non-rigid image registration for medical and synthetic images using truncated hierarchical B-splines (THB-Splines)

elastic-and-diffeomorphic-registration

Non-Rigid Image Registration on Matlab as well as GPU accelerated codes

gans-deformable-registration

Deformable Registration for 3D image using Generative Adversarial Networks (GANs)

image-registration

A MATLAB library/toolbox providing access to image registration suitable for use with medical images.

image-registration-cnn

[Incomplete] A PyTorch implementation of CNN based MRI image registration based on MICCAI 2018 paper "Linear and Deformable Image Registration with 3D Convolutional Neural Networks"

imageregistration

Medical Image Registration using Mutual Information

jisr

This software performs joint image registration and segmentation for 2D and 3D synthetic and medical images using truncated hierarchical B-splines.

keras-gan

Keras implementations of Generative Adversarial Networks.

label-reg

(This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

med_img_registration

Deeplearning-based medical image registration study.

medical-image-registration

Implementation of Medical Image Registration program using k-th law filtering and Otsu's method

medical-image-registration-mira-

MIRA is medical image registration and application dealing with alignment and registration of medical images.

morph

Elastic surface / non-rigid registration in Python to deform an antlas mesh into a target geometry

multi_modal_registration

nonrigidimageregistrationmarkovrandomfields

Algorithm using a MRF for (medical) image registration.

opt-go-3d-2d-registration

Optimization-GradientOrientation based 3D/2D registration algorithm of medical imaging

recursive-cascaded-networks

[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration

registrationproject

University 4th year engineering project. Implements medical non-rigid image registration.

registrationwithgans

Utilizing GANs for image registration

simpleelastix

Multi-lingual medical image registration library

sngan_projection

GANs with spectral normalization and projection discriminator

transgan

[Preprint] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

voxelmorph

Unsupervised Learning for Image Registration