{"id":54561,"url":"https://github.com/awesome-photogrammetry/awesome-photogrammetry","name":"awesome-photogrammetry","description":"😎 Awesome photogrammetry projects","projects_count":90,"last_synced_at":"2026-09-03T00:00:43.872Z","repository":{"id":37294222,"uuid":"300524879","full_name":"awesome-photogrammetry/awesome-photogrammetry","owner":"awesome-photogrammetry","description":"😎 Awesome photogrammetry projects","archived":false,"fork":false,"pushed_at":"2026-05-18T12:08:27.000Z","size":91,"stargazers_count":800,"open_issues_count":1,"forks_count":56,"subscribers_count":25,"default_branch":"master","last_synced_at":"2026-08-14T09:36:16.867Z","etag":null,"topics":["awesome","computer-vision","image-processing","photogrammetry","robotics"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/awesome-photogrammetry.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"claude":null,"gemini":null,"cursor":null,"copilot":null,"dco":null,"cla":null,"disclosure":null}},"created_at":"2020-10-02T06:41:38.000Z","updated_at":"2026-08-13T09:16:33.000Z","dependencies_parsed_at":"2026-08-14T07:28:31.242Z","dependency_job_id":null,"html_url":"https://github.com/awesome-photogrammetry/awesome-photogrammetry","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/awesome-photogrammetry/awesome-photogrammetry","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awesome-photogrammetry%2Fawesome-photogrammetry","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awesome-photogrammetry%2Fawesome-photogrammetry/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awesome-photogrammetry%2Fawesome-photogrammetry/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awesome-photogrammetry%2Fawesome-photogrammetry/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/awesome-photogrammetry","download_url":"https://codeload.github.com/awesome-photogrammetry/awesome-photogrammetry/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awesome-photogrammetry%2Fawesome-photogrammetry/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":37019186,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-08-22T15:14:58.755Z","status":"online","status_checked_at":"2026-09-02T02:00:06.194Z","response_time":106,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"created_at":"2024-01-18T03:48:31.370Z","updated_at":"2026-09-03T00:00:43.872Z","primary_language":null,"list_of_lists":false,"displayable":true,"categories":["Related awesome lists","License","Gaussian splatting software","Structure from motion (SFM) software","Datasets and benchmarks","Journals","Least squares optimization libraries","Definition","Photogrammetric software","Calibration software","Conference proceedings","Books","Introductory and review papers","Courses and tutorials","Scientific conferences"],"sub_categories":[],"readme":"![Awesome Photogrammetry](./img/logo.svg)\n\nThis repo is a collection of AWESOME photogrammetry projects, applications, tools, resources. [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)\n\nItems marked with ![Open-Source Software][OSS Icon] are open-source software and link to the source code. Items marked with ![Commercial Software][Money Icon] are nonfree and may cost money to use.\n\nFeel free to **contribute** / **star** / **fork** / **pull request** . Any **recommendations** and **suggestions** are welcome.\n\n# Table of Contents\n\n- [Table of Contents](#table-of-contents)\n  - [Definition](#definition)\n  - [Photogrammetric software](#photogrammetric-software)\n  - [Structure from motion (SFM) software](#structure-from-motion-sfm-software)\n  - [Gaussian splatting software](#gaussian-splatting-software)\n  - [Calibration software](#calibration-software)\n  - [Least squares optimization libraries](#least-squares-optimization-libraries)\n  - [Datasets and benchmarks](#datasets-and-benchmarks)\n  - [Journals](#journals)\n  - [Conference proceedings](#conference-proceedings)\n  - [Books](#books)\n  - [Introductory and review papers](#introductory-and-review-papers)\n  - [Courses and tutorials](#courses-and-tutorials)\n  - [Scientific conferences](#scientific-conferences)\n  - [Related awesome lists](#related-awesome-lists)\n  - [License](#license)\n  - [Acknowledgments](#acknowledgments)\n\n## Definition\n\nDefinition of **photogrammetry** according to K. Schindler and W. Förstner:\n\n\u003e \"Photogrammetry is the science and technology of obtaining information about the physical environment from images, with a focus on applications in surveying, mapping and high-precision metrology. The aim of photogrammetry is to provide automated or semi-automated procedures for these engineering tasks, with emphasis on a specified accuracy, reliability, and completeness of the information.\"\n\nSource: [Photogrammetry](https://ethz.ch/content/dam/ethz/special-interest/baug/igp/photogrammetry-remote-sensing-dam/documents/pdf/Papers/Photogrammetry%202020.pdf) by K. Schindler and W. Förstner (2020). In: [Computer Vision: A Reference Guide, 2nd edition](https://www.springer.com/gp/book/9783030634155).\n\n## Photogrammetric software\n\n* ![Commercial Software][Money Icon] [3DF Zephyr](https://www.3dflow.net/3df-zephyr-photogrammetry-software/) - Photogrammetry software for automatic 3D reconstruction from photos\n* ![Commercial Software][Money Icon] [Agisoft Metashape](https://www.agisoft.com) - Process digital images and generate 3D spatial data\n* ![Commercial Software][Money Icon] [Beholder Desktop](https://beholder.vision/desktop) - Easy to use photogrammetry software, free for personal, non-commercial use. Also available as a SaaS.\n* ![Commercial Software][Money Icon] [ContextCapture](https://www.bentley.com/software/contextcapture/) - Produce 3D models of existing conditions from photographs and/or point clouds\n* ![Open-Source Software][OSS Icon] [Meshroom](https://alicevision.org)[![GitHub stars](https://img.shields.io/github/stars/alicevision/Meshroom.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/alicevision/Meshroom) - A user-friendly 3D Computer Vision software\n* ![Open-Source Software][OSS Icon] [MicMac](https://micmac.ensg.eu)[![GitHub stars](https://img.shields.io/github/stars/micmacIGN/micmac.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/micmacIGN/micmac/) - A free open-source photogrammetric suite that can be used in a variety of 3D reconstruction scenarios\n* ![Open-Source Software][OSS Icon] [MVE](https://github.com/simonfuhrmann/mve) [![GitHub stars](https://img.shields.io/github/stars/simonfuhrmann/mve.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/simonfuhrmann/mve/) - Includes Structure from Motion, Multi-View Stereo and Surface Reconstruction\n* ![Open-Source Software][OSS Icon] [OpenDroneMap](https://github.com/OpenDroneMap/ODM) [![GitHub stars](https://img.shields.io/github/stars/OpenDroneMap/ODM.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/OpenDroneMap/ODM/) - An open source command line toolkit for processing aerial drone imagery\n* ![Commercial Software][Money Icon] [PhotoModeler](https://www.photomodeler.com) - Precise measurements and 3D models from photographs\n* ![Commercial Software][Money Icon] [Pix4D](https://www.pix4d.com) - A unique photogrammetry software suite for mobile and drone mapping\n* ![Commercial Software][Money Icon] [PixPro](https://www.pix-pro.com) - Professional photogrammetry for everyone\n* ![Commercial Software][Money Icon] [RealityCapture](https://www.capturingreality.com) - The state-of-the-art photogrammetry software solution that is changing the industry\n* ![Commercial Software][Money Icon] [SURE by nFrames](https://www.nframes.com) - Software for 3D reconstruction from images with unique performance and flexibility\n* ![Open-Source Software][OSS Icon] [TeleSculptor](https://github.com/Kitware/TeleSculptor) [![GitHub stars](https://img.shields.io/github/stars/Kitware/TeleSculptor.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/Kitware/TeleSculptor/) - A cross-platform desktop application for photogrammetry\n* ![Commercial Software][Money Icon] [Trimble Inpho](https://geospatial.trimble.com/products-and-solutions/inpho) - Industry Leading Software for Digital Photogrammetry\n* ![Open-Source Software][OSS Icon] [WebODM](https://github.com/OpenDroneMap/WebODM) [![GitHub stars](https://img.shields.io/github/stars/OpenDroneMap/WebODM.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/OpenDroneMap/WebODM/) - User-friendly, commercial-grade software for processing aerial imagery\n\n## Structure from motion (SFM) software\n\n* ![Open-Source Software][OSS Icon] [AliceVision](https://github.com/alicevision/AliceVision) [![GitHub stars](https://img.shields.io/github/stars/alicevision/AliceVision.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/alicevision/AliceVision/) - 3D Computer Vision framework including Structure-from-Motion, Multi-View Stereo and surface reconstruction\n* ![Open-Source Software][OSS Icon] [BoofCV](https://boofcv.org/) [![GitHub stars](https://img.shields.io/github/stars/lessthanoptimal/boofcv.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/lessthanoptimal/BoofCV/) - Includes SFM, Multi-View Stereo, Android Support and various calibration tasks\n* ![Open-Source Software][OSS Icon] [Bundler](https://github.com/snavely/bundler_sfm/) [![GitHub stars](https://img.shields.io/github/stars/snavely/bundler_sfm.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/snavely/bundler_sfm/) - SFM system for unordered image collections\n* ![Open-Source Software][OSS Icon] [COLMAP](https://colmap.github.io/index.html) [![GitHub stars](https://img.shields.io/github/stars/colmap/colmap.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/colmap/colmap/) - Structure-from-Motion and Multi-View Stereo\n* ![Open-Source Software][OSS Icon] [openMVG](https://github.com/openMVG/openMVG) [![GitHub stars](https://img.shields.io/github/stars/openMVG/openMVG.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/openMVG/openMVG/) - Multiple View Geometry library\n* ![Open-Source Software][OSS Icon] [openMVS](https://github.com/cdcseacave/openMVS) [![GitHub stars](https://img.shields.io/github/stars/cdcseacave/openMVS.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/cdcseacave/openMVS/) - Open Multi-View Stereo reconstruction library\n* ![Open-Source Software][OSS Icon] [openSFM](https://github.com/mapillary/OpenSfM/) [![GitHub stars](https://img.shields.io/github/stars/mapillary/OpenSfM.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://GitHub.com/mapillary/OpenSfM/) - Structure from Motion library written in Python\n* ![Open-Source Software][OSS Icon] [VisualSFM](http://ccwu.me/vsfm/) - GUI application for 3D reconstruction using SFM\n\n## Gaussian splatting software\n\n* ![Open-Source Software][OSS Icon] [3D Gaussian Splatting (Inria reference)](https://github.com/graphdeco-inria/gaussian-splatting) [![GitHub stars](https://img.shields.io/github/stars/graphdeco-inria/gaussian-splatting.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/graphdeco-inria/gaussian-splatting/) - Reference implementation of \"3D Gaussian Splatting for Real-Time Radiance Field Rendering\" (SIGGRAPH 2023)\n* ![Commercial Software][Money Icon] [DJI Terra](https://enterprise.dji.com/dji-terra) - Drone mapping software with built-in 3D Gaussian Splatting reconstruction alongside mesh and point cloud outputs\n* ![Open-Source Software][OSS Icon] [gsplat](https://github.com/nerfstudio-project/gsplat) [![GitHub stars](https://img.shields.io/github/stars/nerfstudio-project/gsplat.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/nerfstudio-project/gsplat/) - CUDA-accelerated rasterization library for 3D Gaussian Splatting\n* ![Open-Source Software][OSS Icon] [LichtFeld Studio](https://lichtfeld.io/) [![GitHub stars](https://img.shields.io/github/stars/MrNeRF/LichtFeld-Studio.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/MrNeRF/LichtFeld-Studio/) - Native desktop app to train, inspect, edit, automate, and export 3D Gaussian Splatting scenes\n* ![Commercial Software][Money Icon] [Luma AI](https://lumalabs.ai/) - Cloud-based 3D Gaussian Splatting from smartphone photos and video\n* ![Open-Source Software][OSS Icon] [Nerfstudio](https://docs.nerf.studio/) [![GitHub stars](https://img.shields.io/github/stars/nerfstudio-project/nerfstudio.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/nerfstudio-project/nerfstudio/) - Research framework for training NeRF and 3D Gaussian Splatting models\n* ![Open-Source Software][OSS Icon] [OpenSplat](https://github.com/pierotofy/OpenSplat) [![GitHub stars](https://img.shields.io/github/stars/pierotofy/OpenSplat.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/pierotofy/OpenSplat/) - Production-grade 3D Gaussian Splatting in C++ with CPU/GPU support for Windows, Mac, and Linux\n* ![Commercial Software][Money Icon] [Polycam](https://poly.cam/tools/gaussian-splatting) - Mobile and cloud 3D scanning combining LiDAR, photogrammetry, and 3D Gaussian Splatting\n* ![Commercial Software][Money Icon] [Postshot](https://www.jawset.com/) - Desktop app for reconstructing 3D scenes from photos and video using NeRF and 3D Gaussian Splatting, processed locally without cloud\n* ![Commercial Software][Money Icon] [Scaniverse](https://scaniverse.com/) - On-device 3D Gaussian Splatting capture for iOS and Android (by Niantic)\n* ![Open-Source Software][OSS Icon] [SuperSplat](https://superspl.at/) [![GitHub stars](https://img.shields.io/github/stars/playcanvas/supersplat.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/playcanvas/supersplat/) - Browser-based editor for 3D Gaussian Splatting scenes (by PlayCanvas)\n\n## Calibration software\n\n* ![Open-Source Software][OSS Icon] [camera_calibration](https://github.com/puzzlepaint/camera_calibration) [![GitHub stars](https://img.shields.io/github/stars/puzzlepaint/camera_calibration.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/puzzlepaint/camera_calibration/) - Accurate geometric camera calibration\n* ![Open-Source Software][OSS Icon] [kalibr](https://github.com/ethz-asl/kalibr) [![GitHub stars](https://img.shields.io/github/stars/ethz-asl/kalibr.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/ethz-asl/kalibr/) - Multi-camera, visual-inertial and rolling shutter camera calibration toolbox\n* ![Open-Source Software][OSS Icon] [mrcal](http://mrcal.secretsauce.net) [![GitHub stars](https://img.shields.io/github/stars/dkogan/mrcal.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/dkogan/mrcal/) - Toolkit for camera calibration and more\n\n## Least squares optimization libraries\n\n* ![Open-Source Software][OSS Icon] [Ceres solver](http://ceres-solver.org) [![GitHub stars](https://img.shields.io/github/stars/ceres-solver/ceres-solver.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/ceres-solver/ceres-solver) - C++ library for modeling and solving large, complicated optimization problems\n* ![Open-Source Software][OSS Icon] [dlib/optimization](http://dlib.net/optimization.html) [![GitHub stars](https://img.shields.io/github/stars/davisking/dlib.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/davisking/dlib) - C++ toolkit which provides also functions for solving least-squares problems\n* ![Open-Source Software][OSS Icon] [Eigen](http://eigen.tuxfamily.org) - C++ template library for linear algebra with a variety of built-in solvers and wrappers to external solvers\n* ![Open-Source Software][OSS Icon] [g2o](https://github.com/RainerKuemmerle/g2o) [![GitHub stars](https://img.shields.io/github/stars/RainerKuemmerle/g2o?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/RainerKuemmerle/g2o) - C++ framework for optimizing graph-based nonlinear error functions\n* ![Open-Source Software][OSS Icon] [GTSAM](https://gtsam.org/) [![GitHub stars](https://img.shields.io/github/stars/borglab/gtsam?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/borglab/gtsam) - C++ library for factor graphs and bayes networks optimizations towards SLAM, VO and SFM\n* ![Open-Source Software][OSS Icon] [lmfit](https://lmfit.github.io/lmfit-py/) [![GitHub stars](https://img.shields.io/github/stars/lmfit/lmfit-py.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/lmfit/lmfit-py) - Python package which builds on and extends many of the optimization methods of [scipy.optimize](https://docs.scipy.org/doc/scipy/reference/optimize.html)\n* ![Open-Source Software][OSS Icon] [scipy.optimize.least_squares](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.least_squares.html) [![GitHub stars](https://img.shields.io/github/stars/scipy/scipy.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/scipy/scipy) - Powerful least-squares optimization function for python\n* ![Open-Source Software][OSS Icon] [SymForce](https://symforce.org) [![GitHub stars](https://img.shields.io/github/stars/symforce-org/symforce.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/symforce-org/symforce) - Fast symbolic computation, code generation, and nonlinear optimization for robotics\n* ![Commercial Software][Money Icon] [Matlab/OptimizationToolbox](https://www.mathworks.com/products/optimization.html) - Toolbox for local optimizations, including functions for solving least squares problems\n\n## Datasets and benchmarks\n\n* [Bundle adjustment in the large](https://grail.cs.washington.edu/projects/bal/) - Bundle adjustment data sets for five different scenes (2010)\n* [ETH3D](https://www.eth3d.net/) - Multi-view stereo benchmark with high-resolution images and accurate ground truth (2017)\n* [Hessigheim 3D (H3D) benchmark](https://ifpwww.ifp.uni-stuttgart.de/benchmark/hessigheim/default.aspx) - Benchmark on semantic segmentation of high-resolution 3D point clouds and textured meshes (2021)\n* [Tanks and Temples](https://www.tanksandtemples.org/) - Benchmark for image-based 3D reconstruction with realistic indoor and outdoor scenes (2017)\n\n## Journals\n\n* [ISPRS Journal of Photogrammetry and Remote Sensing](https://www.journals.elsevier.com/isprs-journal-of-photogrammetry-and-remote-sensing) — JIF 2024: 12.2\n* [Remote Sensing of Environment](https://www.journals.elsevier.com/remote-sensing-of-environment) — JIF 2024: 11.4\n* [IEEE Transactions on Geoscience and Remote Sensing](https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=36) — JIF 2024: 8.6\n* [International Journal of Applied Earth Observation and Geoinformation](https://www.sciencedirect.com/journal/international-journal-of-applied-earth-observation-and-geoinformation) — JIF 2024: 8.6\n* [IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing](https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=4609443) — JIF 2024: 5.3\n* [IEEE Geoscience and Remote Sensing Letters](https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=8859) — JIF 2024: 4.4\n* [Remote Sensing](https://www.mdpi.com/journal/remotesensing) — JIF 2024: 4.1\n* [The Photogrammetric Record](https://onlinelibrary.wiley.com/journal/14779730) — JIF 2024: 3.6\n* [PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science](https://www.springer.com/journal/41064) — JIF 2024: 3.3\n* [Photogrammetric Engineering \u0026 Remote Sensing (PE\u0026RS)](https://www.asprs.org/asprs-publications/pers) — JIF 2024: 2.0\n* [Open ISPRS Journal of Photogrammetry and Remote Sensing](https://www.journals.elsevier.com/isprs-open-journal-of-photogrammetry-and-remote-sensing) — JIF: n/a\n\nLast update of [Journal Impact Factors (Clarivate JCR 2024)](https://en.wikipedia.org/wiki/Impact_factor): 2026-05-18\n\nSee also:\n\n* [Top cited journals/proceedings at Google Scholar for Remote Sensing](https://scholar.google.com/citations?view_op=top_venues\u0026hl=en\u0026vq=eng_remotesensing)\n\n## Conference proceedings\n\n* [ISPRS Annals](https://www.isprs.org/publications/annals.aspx)\n* [ISPRS Archives](https://www.isprs.org/publications/archives.aspx)\n\n## Books\n\n* [Close-Range Photogrammetry and 3D Imaging](https://www.degruyter.com/view/title/539949) by T. Luhmann, S. Robson, S. Kyle and J. Boehm (2014)\n* [Observations and Least Squares](https://www.amazon.com/Observations-Least-Squares-Edward-Mikhail/dp/0819123978) by E. Mikhail (1983)\n* [Photogrammetric Computer Vision](https://www.springer.com/de/book/9783319115498) by W. Förstner and B. P. Wrobel (2016)\n* [Photogrammetrie und Fernerkundung](https://www.springer.com/de/book/9783662470930) (german) by C. Heipke (editor) (2017)\n* [Photogrammetry - Geometry from Images and Laser Scans](https://doi.org/10.1515/9783110892871) by K. Kraus (2011)\n\n## Introductory and review papers\n\n* [Deep learning in remote sensing applications: A meta-analysis and review](https://www.scopus.com/record/display.uri?eid=2-s2.0-85064709843\u0026origin=inward\u0026txGid=562dd2da004c4333bc90a079dba66d5f) by L. Ma et al. (2019)\n* [Mathematical foundations of photogrammetry](https://www.research-collection.ethz.ch/handle/20.500.11850/93024) by K. Schindler (2014)\n* [UAV for 3D mapping applications: a review](https://link.springer.com/article/10.1007/s12518-013-0120-x) by F. Nex and F. Remondino (2013)\n* [Unmanned aerial systems for photogrammetry and remote sensing: A review](https://www.sciencedirect.com/science/article/pii/S0924271614000501) by I. Colomina and P. Molina (2014)\n\n## Courses and tutorials\n\n* [\"Online Training – Photogrammetric Computer Vision\" by Cyrill Stachniss at the University of Bonn](https://www.ipb.uni-bonn.de/online-training-pcv) (2021)\n* [\"Photogrammetry I\" by Cyrill Stachniss at the University of Bonn](https://www.youtube.com/playlist?list=PLgnQpQtFTOGRsi5vzy9PiQpNWHjq-bKN1) (2015)\n* [\"Photogrammetry II\" by Cyrill Stachniss at the University of Bonn](https://www.youtube.com/playlist?list=PLgnQpQtFTOGQEXN2Qo571uvwIGNGAM8uf) (2020)\n\n## Scientific conferences\n\n* [ISPRS conferences](https://www.isprs.org/calendar/Default.aspx)\n\n## Related awesome lists\n\n* [Awesome Computer Vision](https://github.com/jbhuang0604/awesome-computer-vision) [![GitHub stars](https://img.shields.io/github/stars/jbhuang0604/awesome-computer-vision.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/jbhuang0604/awesome-computer-vision/)\n* [Awesome Geospatial](https://github.com/sacridini/Awesome-Geospatial) [![GitHub stars](https://img.shields.io/github/stars/sacridini/Awesome-Geospatial.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/sacridini/Awesome-Geospatial/)\n* [Awesome Lidar](https://github.com/szenergy/awesome-lidar) [![GitHub stars](https://img.shields.io/github/stars/szenergy/awesome-lidar.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/szenergy/awesome-lidar/)\n* [Awesome Open Geoscience](https://github.com/softwareunderground/awesome-open-geoscience) [![GitHub stars](https://img.shields.io/github/stars/softwareunderground/awesome-open-geoscience.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/softwareunderground/awesome-open-geoscience/)\n* [Awesome Robotics](https://github.com/kiloreux/awesome-robotics) [![GitHub stars](https://img.shields.io/github/stars/kiloreux/awesome-robotics.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/kiloreux/awesome-robotics/)\n* [Awesome 3D Reconstruction](https://github.com/openMVG/awesome_3DReconstruction_list) [![GitHub stars](https://img.shields.io/github/stars/openMVG/awesome_3DReconstruction_list.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/openMVG/awesome_3DReconstruction_list/)\n* [Awesome Point Cloud Analysis](https://github.com/Yochengliu/awesome-point-cloud-analysis) [![GitHub stars](https://img.shields.io/github/stars/Yochengliu/awesome-point-cloud-analysis.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/Yochengliu/awesome-point-cloud-analysis/)\n* [Photogrammetry-Guide](https://github.com/mikeroyal/Photogrammetry-Guide) [![GitHub stars](https://img.shields.io/github/stars/mikeroyal/Photogrammetry-Guide.svg?style=social\u0026label=Star\u0026maxAge=2592000)](https://github.com/mikeroyal/Photogrammetry-Guide)\n\n## License\n\n[![Creative Commons License](https://i.creativecommons.org/l/by/4.0/88x31.png)](https://creativecommons.org/licenses/by/4.0/)\n\nThis work is licensed under a [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/).\n\n## Acknowledgments\n\nIcons created by \u003ca href=\"https://www.flaticon.com/authors/pixel-perfect\" title=\"Pixel perfect\"\u003ePixel perfect\u003c/a\u003e and \u003ca href=\"https://www.flaticon.com/authors/freepik\" title=\"Freepik\"\u003eFreepik\u003c/a\u003e from \u003ca href=\"https://www.flaticon.com/de/\" title=\"Flaticon\"\u003e www.flaticon.com\u003c/a\u003e\n\n[OSS Icon]: ./img/oss.svg\n[Money Icon]: ./img/money.svg\n","projects_url":"https://awesome.ecosyste.ms/api/v1/lists/awesome-photogrammetry%2Fawesome-photogrammetry/projects"}