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AliceVision Meshroom

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AliceVision Meshroom
AliceVision-logo.png
Stable release
2021.1 / February 26, 2021; 6 months ago (2021-02-26)
Repositorygithub.com/alicevision
Written inPython, QML, C++, CUDA
Engine
    Operating systemLinux, Windows
    TypeComputer Vision library
    LicenseMPLv2 License
    Websitealicevision.org

    Amazon.com Logo.png Search AliceVision Meshroom on Amazon.

    AliceVision....[1] is a Photogrammetric Computer Vision Framework providing 3D Reconstruction and Camera Tracking algorithms. It allows creating a 3D textured model from the analysis of a set of unordered images of a static scene taken with any type of cameras, from professional cameras to smartphones. The library is composed of modules for feature extraction, image matching, features matching, camera calibration and localisation, depth maps estimation, meshing and texturing.

    The library is open-source and free to use under the MPLv2 license. It relies on standard and open-source file formats (OpenEXR, Alembic, OBJ) to facilitate interoperability.

    The framework is cross-platform and uses the GPU for the most computational intensive step.

    Meshroom[edit]

    Example of Meshroom graphical user interface with a 3D model reconstructed from a set of unordered images.
    The nodal-based graphical user interface of Meshroom showing the 3D reconstruction pipeline.

    Meshroom[2] is the graphical user interface built around AliceVision. It has a nodal-based interface[3], with a default reconstruction pipeline[4] that can be customized for specific acquisition systems or industrial workflows. The nodal pipeline is split into small tasks that can be computed on multiple machines in parallel on render farm[5]

    Meshroom has been used since 2014 in digital environment creation for the Visual Effects industry[6][7] and now in many other industries including manufacturing[8], medical[9], cultural heritage[10], tourism[11], archeology[12][13], biology[14], surveillance[15] and 3D printing[16]

    The Meshroom software and the AliceVision framework are referenced in hundreds of academic publications[17][18] and have been presented in various conferences (Siggraph 2018[6]/2019[19], FMX 2019/2021[20], ASWF-OpenSourceDays 2020[21], Eurographics 2021[22]).

    The Meshroom software prebuilt binaries have been downloaded more than 800K times in the first 2 years[23] from more than 200 different countries.

    AliceVision Association[edit]

    The AliceVision project is supported by the ALICEVISION association, “a non-profit organization whose ambition is to democratize 3D digitization technologies from photographs”[24]

    Interoperability and integration with other software[edit]

    AliceVision stores the Structure-from-Motion results using the open source Alembic file format, that can be natively loaded in most 3D software. The final 3D textured model is exported as an OBJ file with textures in JPEG or EXR for high-dynamic range colors.

    Multiple importers for the Blender software and for the Autodesk Maya software are available[25][26][27]

    SideFX[28] has made an integration of AliceVision[29] into the Houdini software.

    The Imperial College London has created Scant[30], an open-source low-cost macro 3D scanner to automate the captation of insects using AliceVision.

    See also[edit]

    • Photogrammetry
    • Computer Vision
    • Comparison of photogrammetry software

    References[edit]

    1. "AliceVision official website". Unknown parameter |url-status= ignored (help)
    2. "Meshroom software". Unknown parameter |url-status= ignored (help)
    3. von Übel, Max (2020-04-10). "2020 Best Photogrammetry Software". All3DP. Unknown parameter |url-status= ignored (help)
    4. Nepor, Vladimír (2020-06-27). "Meshroom - simple free 3D scanning of an object with photogrammetry". GameArter. Unknown parameter |url-status= ignored (help)
    5. Robineau, Ariane (2020-08-13). "Create your own 3D model with photogrammetry". Qarnot Blog. Unknown parameter |url-status= ignored (help)
    6. 6.0 6.1 "SIGGRAPH 2018 : Mikros présente une solution de photogrammétrie open source". 3dvf (in français). Unknown parameter |url-status= ignored (help)
    7. Mozar, Amit (2018-10-08). "AliceVision: Advanced 3D Reconstruction, Photomodeling and Camera Tracking through Photogrammetry". The Virtual Assist. Unknown parameter |url-status= ignored (help)
    8. "HEXR Manufacturing, powered by AliceVision". Unknown parameter |url-status= ignored (help)
    9. Toby Collins, Daniel Pizarro, Simone Gasparini, Nicolas Bourdel, Pauline Chauvet (2021). "Augmented Reality Guided Laparoscopic Surgery of the Uterus". IEEE Transactions on Medical Imaging. Institute of Electrical and Electronics Engineers; 40 (1): 371–380.CS1 maint: Multiple names: authors list (link)
    10. Asla Medeiros e Sá, Adolfo Ibañez Bartolome, Karina Rodriguez-Echavarria, Ricado Marroquim, Vivian Luiz Fonseca (2019). "Accessible Digitisation and Visualisationof Open Cultural Heritage Assets". Eurographics. Workshop on Graphics and Cultural Heritage: 59–68.CS1 maint: Multiple names: authors list (link)
    11. Ugwitz, P., Herman, L., & Stachoň, Z. (2021). "3d Visualization Of Historical Buildings: Methods, Their Utility In The Tourism Industry And Beyond" (PDF). Unknown parameter |url-status= ignored (help)CS1 maint: Multiple names: authors list (link)
    12. Jesper Milàn, Peter L. Falkingham & Inken Juliane Mueller-Töwe (2020). "Small ornithopod dinosaur tracks and crocodilian remains from the Middle Jurassic Bagå Formation, Bornholm, Denmark: Important additions to the rare Middle Jurassic vertebrate faunas of Northern Europe" (PDF). Bulletin of the Geological Society of Denmark. 68: 245–253. doi:10.37570/bgsd-2020-68-11.
    13. Lallensack, J. N., Buchwitz, M., & Romilio, A (2020). "Photogrammetry in ichnology: 3D model generation, visualisation, and data extraction". Unknown parameter |url-status= ignored (help)CS1 maint: Multiple names: authors list (link)
    14. Shah Ariful Hoque Chowdhury, Chuong Nguyen, Hengjia Li & Richard Hartley (2021). "Fixed-Lens camera setup and calibrated image registration for multifocus multiview 3D reconstruction". Neural Computing and Applications. 33 (13): 7421–7440. doi:10.1007/s00521-021-05926-7.CS1 maint: Multiple names: authors list (link)
    15. Marco Wallner, Daniel Steininger, Verena Widhalm, Matthias Sch¨orghuber, and Csaba Beleznai (23 Feb 2021). "RGB-D Railway Platform Monitoring and Scene Understanding for Enhanced Passenger Safety" (PDF). ICPR International Workshops and Challenges. Lecture Notes in Computer Science. 12667: 656–671. arXiv:2102.11730. doi:10.1007/978-3-030-68787-8_47. ISBN 978-3-030-68786-1. Unknown parameter |s2cid= ignored (help)CS1 maint: Multiple names: authors list (link)
    16. Zuza, Mikolas (December 3, 2018). "Photogrammetry 2 – 3D Scanning simpler, better than ever!". Unknown parameter |url-status= ignored (help)
    17. "Google Scholar". scholar.google.com. Retrieved 2021-05-05.
    18. "Google Scholar". scholar.google.com. Retrieved 2021-05-05.
    19. "SIGGRAPH 2019 : personnages virtuels et rigs faciaux chez Interdigital". October 21, 2019. Unknown parameter |url-status= ignored (help)
    20. "3D Reconstruction and Panorama Stitching in Meshroom". May 6, 2021. Unknown parameter |url-status= ignored (help)
    21. "Meshroom: An Open Source 3D Reconstruction Software". Aug 25, 2020. Unknown parameter |url-status= ignored (help)
    22. Eduard Zell, Fabien Castan, Simone Gasparini, Anna Hilsmann, Misha Kazhdan, Andrea Tagliasacchi, Dimitris Zarpalas, Nick Zioulis (May 3, 2021). "Tutorial 2: Volumetric Video". Unknown parameter |url-status= ignored (help)CS1 maint: Multiple names: authors list (link)
    23. FOSSHUB. "Meshroom". fosshub.com. Retrieved 2021-05-25.
    24. "ALICEVISION association official website". Unknown parameter |url-status= ignored (help)
    25. "Blender-Photogrammetry-Importer". July 2021. Unknown parameter |url-status= ignored (help)
    26. "meshroom2blender". 21 June 2021. Unknown parameter |url-status= ignored (help)
    27. "MeshroomMaya". 22 June 2021. Unknown parameter |url-status= ignored (help)
    28. "SideFX software". Unknown parameter |url-status= ignored (help)
    29. "ALICEVISION PLUGIN". Unknown parameter |url-status= ignored (help)
    30. Fabian Plum, David Labonte (April 12, 2021). "scAnt—an open-source platform for the creation of 3D models of arthropods (and other small objects)". PeerJ Publishing. Life & Environment (Zoological Science): e11155. doi:10.7717/peerj.11155. PMC 8048404 Check |pmc= value (help). PMID 33954036 Check |pmid= value (help).

    External Links[edit]


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