[ECCV 2018] A2Net PyTorch implementation

This is the PyTorch implementation of our paper "OAMatcher: An Overlapping Areas-based Network for Accurate Local Feature Matching".

CNNGeometric PyTorch implementation

[TGRS 2023] A Robust Feature Downsampling Module for Remote Sensing Visual Tasks

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

image registration related books, papers, videos, and toolboxes

Image registration using pytorch

The implementation of the paper: DeepMatcher: A Deep Transformer-based Network for Robust and Accurate Local Feature Matching

End to end remote sensing image registration

Feature Detection and Matching with SIFT, SURF, KAZE, BRIEF, ORB, BRISK, AKAZE and FREAK through the Brute Force and FLANN algorithms using Python and OpenCV

Self-supervised Correspondence Estimation via Multiview Registration

This is official Pytorch implementation of "SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness"

Implementation of Deep Image Homography Estimation (HomographyNet) by DeTone, Malisiewicz, and Rabinovich

Official Implementation of Deep Aerial Image Matching using PyTorch

This is the official implementation of HomoGAN, CVPR2022

The official PyTorch implementation of the paper "Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection".

Pytorch implementation of Unsupervised Deep Homography.

Recursive Cascaded Networks for Unsupervised Medical Image Registration

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

A tensorflow implementation of "Non-rigid image registration using fully convolutional networks with deep self-supervision"

Image registration using pytorch

A fast medical imaging analysis library in Python with algorithms for registration, segmentation, and more.

Code and mode for CVPR 2017 paper "L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space"

Using Deep learning to locate the Synthetic Aperture Radar(SAR) images to the counterpart of Optical images.

A general cross-modal/source image matching algorithm

remote sensing images registration dataset

Vision Transformer for 3D medical image registration (Pytorch)