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Resources to accompany the lighting talk: Commercial imagery to 3D data and derived products using free open-source software, no GPU required

NASA Ames Stereo Pipeline 3.0.0

Download and Documentation

NASA ASP GitHub

Full html documentation

PDF ASP 'Book'

AWS EC2 Community AMI - We've created a basic Amazon Machine Image and shared it publicly to help you get jump-started using NASA ASP. This AMI was built with the latest (at time of writing) Amazon Linux 2 AMI as its base.

Commercial imagery docs and papers

Planet SkySat

SkySat stereo imagery and video processing overview

Automated digital elevation model (DEM) generation from very-high-resolution Planet SkySat triplet stereo and video imagery https://doi.org/10.1016/j.isprsjprs.2020.12.012

skysat_stereo Tools and libraries for processing Planet SkySat imagery, including camera model refinement, stereo reconstruction, and orthomosaic production

Skybox image and video product evaluation https://doi.org/10.1080/19479832.2015.1109565

Maxar / DigitalGlobe

Maxar / DigitalGlobe overview for both in-track stereo pairs and fortuitous stereo images using the provided linear camera model.

General RPC processing overview for use with GeoEye/Ikonos, SPOT, Pleiades, Cartosat, PeruSat, Deimos and others, as well as DG/Maxar when using RPC coefficients.

An automated, open-source pipeline for mass production of digital elevation models (DEMs) from very-high-resolution commercial stereo satellite imagery (WorldView-1 and WorldView-2) https://doi.org/10.1016/j.isprsjprs.2016.03.012

Freely available imagery docs and papers

NASA Terra ASTER instrument

ASTER overview provided in the ASP documentation.

Example including data and python code for the ASTER instrument of the Terra earth observing satellite: https://github.com/NeoGeographyToolkit/StereoPipelineSolvedExamples/releases/tag/ASTER

aster_dem open source preprocessing / wrappers for downloading and processing ASTER imagery: https://github.com/pahbs/aster_dem

Open Source tools

General tools

Miniforge - minimal Conda installer specific to conda-forge

Point cloud tools

PDAL, the Point Data Abstraction Library - The GDAL of point clouds.

Entwine - A data organization library for massive point clouds.

Potree - In-browser viewing of large point clouds.

OBJ mesh tools

Meshlab - The open source system for processing and editing 3D triangular meshes.

blender - Blender is the free and open source 3D creation suite.

3dtiles tools

Cesium Terrain Builder - Builds CesiumJS compatible tilesets from GDAL compatible inputs.

Cesium Terrain Server - Serves CesiumJS compatible terrain tile sets for use with the CesiumJS client.

obj2gltf - Tool for converting obj formatted models to gltf for use in 3dtiles tilesets.

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