Welcome to a comprehensive guide on photogrammetry! This article will explore the tools, software, and resources available to help you get started in this fascinating field of study.
Table of Contents
- Definition
- Photogrammetric Software
- Structure from Motion (SFM) Software
- Calibration Software
- Least Squares Optimization Libraries
- Datasets and Benchmarks
- Journals
- Conference Proceedings
- Books
- Introductory and Review Papers
- Courses and Tutorials
- Scientific Conferences
- Related Awesome Lists
- License
- Acknowledgments
Definition
Photogrammetry, as defined by K. Schindler and W. Förstner, is the science and technology of obtaining information about the physical environment from images. It emphasizes surveying, mapping, and high-precision metrology.
Photogrammetric Software
- Agisoft Metashape – Process digital images and generate 3D spatial data.
- Meshroom – A user-friendly 3D computer vision software.
- MicMac – A free open-source photogrammetric suite.
- MVE – Includes Structure from Motion and Surface Reconstruction.
- OpenDroneMap – A command line toolkit for processing aerial drone imagery.
Structure from Motion (SFM) Software
- AliceVision – 3D computer vision framework including various functionalities.
- BoofCV – SFM and Multi-View Stereo software.
- COLMAP – A tool for structure-from-motion and multi-view stereo.
Calibration Software
- camera_calibration – Toolkit for geometric camera calibration.
- kalibr – Multi-camera and visual-inertial calibration toolbox.
Least Squares Optimization Libraries
- Ceres Solver – C++ library for large optimization problems.
- dlib – C++ toolkit with least-squares solving functions.
Datasets and Benchmarks
- Bundle Adjustment in the Large – Dataset for bundle adjustment.
Journals
Conference Proceedings
Books
- Close-Range Photogrammetry and 3D Imaging by T. Luhmann.
Introductory and Review Papers
- Deep learning in remote sensing applications by L. Ma et al.
Courses and Tutorials
- Online Training – Photogrammetric Computer Vision by Cyrill Stachniss.
Scientific Conferences
Related Awesome Lists
License
This work is licensed under a Creative Commons Attribution 4.0 International License.
Acknowledgments
Icons created by Pixel perfect and Freepik from Flaticon.
Troubleshooting Tips
If you encounter any issues while navigating the world of photogrammetry, consider the following solutions:
- Check the compatibility of your software with your operating system.
- Make sure your data input (images, videos) is of high quality.
- Search for specific errors in forums or communities related to photogrammetry.
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