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2014-sisc-bregmanot

J-D. Benamou, G. Carlier, M. Cuturi, L. Nenna, G. Peyré. Iterative Bregman Projections for Regularized Transportation Problems. SIAM Journal on Scientific Computing, 37(2), pp. A1111–A1138, 2015.

airlab

Image registration laboratory for 2D and 3D image data

antspy

Advanced Normalization Tools in Python

awesome-image-registration

image registration related books, papers, videos, and toolboxes

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

covid-19-ct-seg-benchmark

A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans

covid-ct

curvaturefilter

Curvature Filters are efficient solvers for Variational Models

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

deedsbcv

new and more efficient version for 3D discrete deformable registration, reaching the highest accuracy in several benchmarks

deep-image-prior

Image restoration with neural networks but without learning.

deepgrabcut-pytorch

Deep GrabCut in PyTorch

deephistreg

Code used to create the DeepHistReg submission to the ANHIR challenge.

deeponet

Learning nonlinear operators via DeepONet

deepsplines

Code for Deep Splines Neural Network

dirnet

Implement the DIRNet for image registration (https://arxiv.org/abs/1704.06065)

fair.m

Flexible Algorithms for Image Registration

fast_rnrr

Source code for the paper "Quasi-Newton Solver for Robust Non-Rigid Registration" (CVPR2020 Oral).

first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

flexbox

FlexBox is a fexible MATLAB toolbox for finite dimensional convex variational problems in image processing and beyond.

flexbox_cpp

ghostnet

[CVPR2020] Surpassing MobileNetV3: "GhostNet: More Features from Cheap Operations"

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

image-matching-benchmark

Public release of the Image Matching Benchmark: https://vision.uvic.ca/image-matching-challenge

image-registration

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

image_segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

inf-net

code for "Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Scans" submit to TMI2020.

lungvae

mathematical-tours.github.io

Site web of the Mathematical Tours