Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022

Using Cupy instead of Numpy to accelerate the calculation of Phase Congruency in Python

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

An updated version of MS-HLMO

QuadTree Attention for Vision Transformers (ICLR2022)

Paper：Second-order Tensor Orientation Feature Transformation for rotation invariant multi-modal remote sensing image matching

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

#Such as ENVI, ERDAS and PIE, we develop a multimodal remote sensing image registration system, which can fast and robust realize multimodal remote sensing image matching and registration, but the …

A feature-based registration algorithm for multi-source images

复现论文MS-HLMO: Multi-scale Histogram of Local Main Orientation for Remote Sensing Image Registration

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Python (Pytorch) and Matlab (MatConvNet) implementations of CVPR 2021 Image Matching Workshop paper DFM: A Performance Baseline for Deep Feature Matching

assistant tools for attention visualization in deep learning

MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).

Python ports of some of Peter Kovesi's MATLAB functions for image analysis using local phase information

Matlab-Image-Denoise

Optical and SAR images matching algorithm based on image patch -learning

Code for "GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs" NeurIPS 2019

RF-Net: An End-to-End Image Matching Network based on Receptive Field

Optical and SAR pairing dataset

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

some filters (boxfilter, fast bilateral filter, fast guided filter and permutohedral bilateral filter)

C++ implementation of the SHOT 3D descriptor

Multi-sensor images matching（异源图像匹配/配准）