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-sar-

针对SAR图像特征匹配中错配率高的问题，引入邻域共识**，结合以往被忽略的特征形状信息，提出一种新颖的误匹配滤除方法。仅为粗代码

2d-3d-point-set-registration-based-on-global-rotation-search

# 2D-3D Point Set Registration Based on Global Rotation Search # Copyright (C) 2018 Yinlong [email protected] # # This program is free software; you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation; either version 2 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # Any publications resulting from the use of this code should cite the # following paper: # Yinlong Liu, Yuan Dong, Zhijian Song and Manning Wang, "2D 3D Point Set Registration Based on Global Rotation_Search", IEEE Transactions on Image Processing (TIP) # # #==================Note================= # #1. First step->open demo_rot.m. It is a demo of Rotation Search in SO(3) for 2D-3D point set registration. # #2. The input data is set to a real circumstance that 3D point set is far away for projection plane, and in front of camera. Our method also can be applied to unusual condition that camera is surrounded by 3D point set, only if you make some fix. # #3. RotaionSearch.m is the kernel of algorithm. You can easily extend it to SE(3) searching by grid-search, while tuning parameters depends on your tasks. # #4. Fast and Global 2D-3D point set registration without correspondence is still an open problem and need further explorations. I am very happy that if you could benefit from our code. # # # Author: Yinlong Liu # Date: 20181218 # Revision: 1.0

acne

Code Release for CVPR 2020, "ACNe: Attentive Context Normalizationfor Robust Permutation-Equivariant Learning"

aslfeat

Implementation of CVPR'20 paper - ASLFeat: Learning Local Features of Accurate Shape and Localization

cvpr15deepcompare

Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"

depd

Code of paper "Robust Line Segment Correspondence Using Point-pair Representation and Gaussian-Uniform Mixture Formulation"

descriptor_based_registration

encdata

f-lpm

The Code of paper "Frame-based Locality Preservation Matching for Images Involving Large-scale Transformations".

fair.m

Flexible Algorithms for Image Registration

gafm---a-noval-affine-covariant-mismatch-removal

A Novel Affine Covariant Feature Point Matching Method

image-registration

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

isor

Simple Iterative Sequential Outlier Removing with Dynamic Neighbors

iterative-probabilistic-local-verification

Rough code for paper "A Frame-based Probabilistic Local Verification Method for Robust Correspondence"

nm-net

nm-net-master

normcorre

Matlab routines for online non-rigid motion correction of calcium imaging data

placerecognition-loopdetection

Light-weight place recognition and loop detection using road markings

registration

3D feature-based image registration for neuroscience datasets

remote-sensing-images-registration-dataset

remote sensing images registration dataset

semantictemplatematching

shenliang16.github.io

siamese-pytorch

这是一个孪生神经网络（Siamese network）的库，可进行图片的相似性比较。

simple-bayesian-correspondence-verification

A Simple yet Robust Feature Correspondence Verification Method

svrnet

voxelmorph

Unsupervised Learning for Image Registration