Open3D: A Modern Library for 3D Data Processing

A rewrite of the old legacy software "depends.exe" in C# for Windows devs to troubleshoot dll load dependencies issues.

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Techniques for deep learning with satellite & aerial imagery

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

Worldwide building footprints derived from satellite imagery

🤗 image matching webui

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

Wrapper of 37+ image matching models with a unified interface

The open-source tool for creating 3D models

LiDAR point cloud ground filtering / segmentation (bare earth extraction) method based on cloth simulation

Image registration algorithm. Includes SIFT, SAR-SIFT,PSO-SIFT.

AnyLoc: Universal Visual Place Recognition (RA-L 2023)

Official Pytorch Implementation of "Remote Sensing Image Change Detection with Transformers"

C++ implementation of the Coherent Point Drift point set registration algorithm.

Overview of Digital Elevation Model (DEM) datasets

Curvature Filters are efficient solvers for Variational Models

CARS is a dedicated and open source 3D tool to produce Digital Surface Models from satellite imaging by photogrammetry.

A personal list of papers and resources of image matching and pose estimation, including perspective images and panoramas.

Stanford Method for Persistent Scatterers

A basic MATLAB library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.

RaySAR is a 3D synthetic aperture radar (SAR) simulator which enables to generate SAR image layers related to detailed 3D object models. Moreover, it enables one to localize the 3D positions and su…

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

A first Fine-grained 3D Building Model of China on a National Scale from Very High Resolution Satellite Imagery

Satellite Neural Radiance Fields

Official implementation for "JL1-CD: A New Benchmark for Remote Sensing Change Detection and a Robust Multi-Teacher Knowledge Distillation Framework"

[ISPRS Journal of Photogrammetry and Remote Sensing, 2022] ResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Images