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AliceVision Meshroom

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AliceVision Meshroom
Stable release
2021.1 / February 26, 2021; 3 years ago (2021-02-26)
Repositorygithub.com/alicevision
Written inPython, QML, C++, CUDA
Engine
    Operating systemLinux, Windows
    TypeComputer Vision library
    LicenseMPLv2 License
    Websitealicevision.org

    Search AliceVision Meshroom on Amazon.

    AliceVision is a Computer Vision and Photogrammetry framework for generating a textured 3D model from an unordered set of photos. The library provides algorithms for 3D reconstruction and match moving and is organized into modules for feature extraction, image matching, features matching, camera calibration and localisation, depth maps estimation, meshing and texturing.

    The library is cross-platform and distributed as open source with the Mozilla Public License. It relies on open standard and file formats (OBJ, glTF, OpenEXR, Alembic) to facilitate interoperability with other software[1].

    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 is the graphical user interface built around AliceVision. The main feature is its nodal system which allows the 3D reconstruction process to be modeled as a pipeline of nodes. Each node corresponds to a step in the reconstruction process and the result of each node can be used as input to another node. This allows the process to be customized and adapted to different needs depending on the type of applications.[1] Each node can be run locally on the computer or remotely on multiple computers in parallel in a render farm.

    Meshroom is used since 2014 mainly in digital environment creation for the Visual Effects industry[2][3] and in many other industries such as augmented reality for medical applications[4], conservation and digitization of cultural heritage[5][6], archaeology[7][8][9], biology[10][11][12], 3D reconstruction of insects[13], video surveillance[14], 3D printing[15][16][17], tourism[18][19], creation of 3D models for virtual reality[20][21][22][23], forensic science[24][25][26] and building inspection[27][28][29].

    Plugins have been developed to improve interoperability with other software tools: Blender[30][31], Autodesk Maya[32] and Houdini[33].

    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”[34]

    See also[edit]

    References[edit]

    1. 1.0 1.1 Griwodz, Carsten; Gasparini, Simone; Calvet, Lilian; Gurdjos, Pierre; Castan, Fabien; Maujean, Benoit; De Lillo, Gregoire; Lanthony, Yann (2021-06-24). "AliceVision Meshroom: An open-source 3D reconstruction pipeline". Proceedings of the 12th ACM Multimedia Systems Conference. Istanbul Turkey: ACM: 241–247. doi:10.1145/3458305.3478443. ISBN 978-1-4503-8434-6. Unknown parameter |s2cid= ignored (help)
    2. "SIGGRAPH 2018 : Mikros présente une solution de photogrammétrie open source". 3dvf (in français). Unknown parameter |url-status= ignored (help)
    3. Mozar, Amit (2018-10-08). "AliceVision: Advanced 3D Reconstruction, Photomodeling and Camera Tracking through Photogrammetry". The Virtual Assist. Unknown parameter |url-status= ignored (help)
    4. Collins, T.; Pizarro, D.; Gasparini, S.; Bourdel, N.; Chauvet, P.; Canis, M.; Calvet, L.; Bartoli, A. (January 2021). "Augmented Reality Guided Laparoscopic Surgery of the Uterus". IEEE Transactions on Medical Imaging. 40 (1): 371–380. doi:10.1109/TMI.2020.3027442. ISSN 0278-0062. PMID 32986548 Check |pmid= value (help). Unknown parameter |s2cid= ignored (help)
    5. Sá, Asla Medeiros E; Bartolome, Adolfo Ibañez; Rodriguez Echavarria, Karina; Marroquim, Ricardo; Fonseca, Vivian Luiz (2019). "Accessible Digitisation and Visualisation of Open Cultural Heritage Assets". Eurographics Workshop on Graphics and Cultural Heritage: 10 pages. doi:10.2312/GCH.20191349. ISSN 2312-6124.
    6. Bici, M.; Gherardini, F.; Campana, F.; Leali, F. (2020-11-11). "A preliminary approach on point cloud reconstruction of bronze statues through oriented photogrammetry: the "Principe Ellenistico" case". IOP Conference Series: Materials Science and Engineering. 949: 012117. doi:10.1088/1757-899X/949/1/012117. ISSN 1757-899X. Unknown parameter |s2cid= ignored (help)
    7. Milàn, Jesper; Falkingham, Peter L.; Mueller-Töwe, Inken Juliane (2020-11-17). "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". Bulletin of the Geological Society of Denmark. 68: 245–253. doi:10.37570/bgsd-2020-68-11. ISSN 2245-7070. Unknown parameter |s2cid= ignored (help)
    8. Falkingham, Peter L.; Turner, Morgan L.; Gatesy, Stephen M. (November 2020). Cavin, Lionel, ed. "Constructing and testing hypotheses of dinosaur foot motions from fossil tracks using digitization and simulation". Palaeontology. 63 (6): 865–880. doi:10.1111/pala.12502. ISSN 0031-0239. Unknown parameter |s2cid= ignored (help)
    9. Lallensack, Jens; Buchwitz, Michael; Romilio, Anthony (2020-11-19). "Photogrammetry in ichnology: 3D model generation, visualisation, and data extraction". doi:10.31223/x5j30d. Unknown parameter |s2cid= ignored (help)
    10. Carlucci, Roberto; Cipriano, Giulia; Santacesaria, Francesca Cornelia; Ricci, Pasquale; Maglietta, Rosalia; Petrella, Antonio; Mazzariol, Sandro; De Padova, Diana; Mossa, Michele; Bellomo, Stefano; Fanizza, Carmelo (December 2020). "Exploring data from an individual stranding of a Cuvier's beaked whale in the Gulf of Taranto (Northern Ionian Sea, Central-eastern Mediterranean Sea)". Journal of Experimental Marine Biology and Ecology. 533: 151473. doi:10.1016/j.jembe.2020.151473. Unknown parameter |s2cid= ignored (help)
    11. Ortega-Jiménez, Victor M.; Sanford, Christopher P. (2021-05-15). "Beyond the Kármán gait: knifefish swimming in periodic and irregular vortex streets". Journal of Experimental Biology. 224 (10): jeb238808. doi:10.1242/jeb.238808. ISSN 0022-0949. PMID 33795417 Check |pmid= value (help). Unknown parameter |s2cid= ignored (help)
    12. Chowdhury, Shah Ariful Hoque; Nguyen, Chuong; Li, Hengjia; Hartley, Richard (July 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. ISSN 0941-0643. Unknown parameter |s2cid= ignored (help)
    13. Plum, Fabian; Labonte, David (2021-04-12). "scAnt —an open-source platform for the creation of 3D models of arthropods (and other small objects)". PeerJ. 9: e11155. doi:10.7717/peerj.11155. ISSN 2167-8359. PMC 8048404 Check |pmc= value (help). PMID 33954036 Check |pmid= value (help).
    14. Wallner, Marco; Steininger, Daniel; Widhalm, Verena; Schörghuber, Matthias; Beleznai, Csaba (2021), Del Bimbo, Alberto; Cucchiara, Rita; Sclaroff, Stan; Farinella, Giovanni Maria, eds., "RGB-D Railway Platform Monitoring and Scene Understanding for Enhanced Passenger Safety", Pattern Recognition. ICPR International Workshops and Challenges, Cham: Springer International Publishing, 12667, pp. 656–671, arXiv:2102.11730, doi:10.1007/978-3-030-68787-8_47, ISBN 978-3-030-68786-1, retrieved 2021-11-14 Unknown parameter |s2cid= ignored (help)
    15. Horvath, Joan; Cameron, Rich (2020), "3D Printer Workflow and Software", Mastering 3D Printing, Berkeley, CA: Apress, pp. 51–92, doi:10.1007/978-1-4842-5842-2_3, ISBN 978-1-4842-5841-5, retrieved 2021-11-14 Unknown parameter |s2cid= ignored (help)
    16. Bellis, Robert; Rembielak, Agata; A. Barnes, Elizabeth; Paudel, Moti; Ravi, Ananth (2021). "Additive manufacturing (3D printing) in superficial brachytherapy". Journal of Contemporary Brachytherapy. 13 (4): 468–482. doi:10.5114/jcb.2021.108602. ISSN 1689-832X. PMC 8407265 Check |pmc= value (help). PMID 34484363 Check |pmid= value (help).
    17. Ravi, T.; Ranganathan, Rajesh; Ramesh, S. P.; Dandotiya, Devendra Singh (2021), Dave, Harshit K.; Davim, J. Paulo, eds., "3D Printed Personalized Orthotic Inserts Using Photogrammetry and FDM Technology", Fused Deposition Modeling Based 3D Printing, Cham: Springer International Publishing, pp. 349–361, doi:10.1007/978-3-030-68024-4_18, ISBN 978-3-030-68023-7, retrieved 2021-11-14 Unknown parameter |s2cid= ignored (help)
    18. Nomikou, Paraskevi; Pehlivanides, George; El Saer, A.; Karantzalos, Konstantinos; Stentoumis, Christos; Bejelou, Konstantina; Antoniou, Varvara; Douza, Maria; Vlasopoulos, Othonas; Monastiridis, Konstantinos; Dura, Anna (2020). "Novel Virtual Reality Solutions for Captivating Virtual Underwater Tours Targeting the Cultural and Tourism Industries". Proceedings of the 6th International Conference on Geographical Information Systems Theory, Applications and Management. Prague, Czech Republic: SCITEPRESS - Science and Technology Publications: 7–13. doi:10.5220/0009819700070013. ISBN 978-989-758-425-1. Unknown parameter |s2cid= ignored (help)
    19. Poux, Florent; Valembois, Quentin; Mattes, Christian; Kobbelt, Leif; Billen, Roland (2020-08-11). "Initial User-Centered Design of a Virtual Reality Heritage System: Applications for Digital Tourism". Remote Sensing. 12 (16): 2583. doi:10.3390/rs12162583. ISSN 2072-4292.
    20. El Saer, A.; Stentoumis, C.; Kalisperakis, I.; Nomikou, P. (2020-08-25). "Developing a Strategy for Precise 3D Modelling of Large-Scale Scenes for Vr". The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. XLIII-B4-2020: 567–574. doi:10.5194/isprs-archives-XLIII-B4-2020-567-2020. ISSN 2194-9034. Unknown parameter |s2cid= ignored (help)
    21. Oersen, Carmenita; Wyngaard, Ruchen; Nkabinde, Lebogang (2020-12-07). "An Immersive Mobile Application For Improved Learning and Virtual Tour Experience: A Nature Reserve Perspective". 2020 ITU Kaleidoscope: Industry-Driven Digital Transformation (ITU K). Ha Noi, Vietnam: IEEE: 1–8. doi:10.23919/ITUK50268.2020.9303226. ISBN 978-92-61-31391-3. Unknown parameter |s2cid= ignored (help)
    22. De Paolis, Lucio Tommaso; De Luca, Valerio; Gatto, Carola; D’Errico, Giovanni; Paladini, Giovanna Ilenia (2020), De Paolis, Lucio Tommaso; Bourdot, Patrick, eds., "Photogrammetric 3D Reconstruction of Small Objects for a Real-Time Fruition", Augmented Reality, Virtual Reality, and Computer Graphics, Cham: Springer International Publishing, 12242, pp. 375–394, doi:10.1007/978-3-030-58465-8_28, ISBN 978-3-030-58464-1, retrieved 2021-11-14 Unknown parameter |s2cid= ignored (help)
    23. El Saer, A.; Stentoumis, C.; Kalisperakis, I.; Grammatikopoulos, L.; Nomikou, P.; Vlasopoulos, O. (2020-08-12). "3D Reconstruction and Mesh Optimization of Underwater Spaces for Virtual Reality". The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. XLIII-B2-2020: 949–956. doi:10.5194/isprs-archives-XLIII-B2-2020-949-2020. ISSN 2194-9034. Unknown parameter |s2cid= ignored (help)
    24. Galanakis, George; Zabulis, Xenophon; Evdaimon, Theodore; Fikenscher, Sven-Eric; Allertseder, Sebastian; Tsikrika, Theodora; Vrochidis, Stefanos (2021-07-30). "A Study of 3D Digitisation Modalities for Crime Scene Investigation". Forensic Sciences. 1 (2): 56–85. doi:10.3390/forensicsci1020008. ISSN 2673-6756.
    25. Tóth, Dénes; Petrus, Karola; Heckmann, Veronika; Simon, Gábor; Poór, Viktor Soma (July 2021). "Application of photogrammetry in forensic pathology education of medical students in response to COVID‐19". Journal of Forensic Sciences. 66 (4): 1533–1537. doi:10.1111/1556-4029.14709. ISSN 0022-1198. PMC 8251483 Check |pmc= value (help). PMID 33764562 Check |pmid= value (help).
    26. Larsen, Hannah; Budka, Marcin; Bennett, Matthew R. (July 2021). "Technological innovation in the recovery and analysis of 3D forensic footwear evidence: Structure from motion (SfM) photogrammetry". Science & Justice. 61 (4): 356–368. doi:10.1016/j.scijus.2021.04.003. ISSN 1355-0306. PMID 34172124 Check |pmid= value (help). Unknown parameter |s2cid= ignored (help)
    27. Yokota, Hiroshi; Frangopol, Dan M., eds. (2021-04-19). Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations (1 ed.). CRC Press. doi:10.1201/9780429279119. ISBN 978-0-429-27911-9. Unknown parameter |s2cid= ignored (help) Search this book on
    28. Merkle, D.; Schmitt, A.; Reiterer, A. (2020-08-14). "Sensor Evaluation for Crack Detection in Concrete Bridges". The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. XLIII-B2-2020: 1107–1114. doi:10.5194/isprs-archives-XLIII-B2-2020-1107-2020. ISSN 2194-9034. Unknown parameter |s2cid= ignored (help)
    29. Perry, Brandon J.; Guo, Yanlin; Atadero, Rebecca; van de Lindt, John W. (November 2020). "Streamlined bridge inspection system utilizing unmanned aerial vehicles (UAVs) and machine learning". Measurement. 164: 108048. doi:10.1016/j.measurement.2020.108048. Unknown parameter |s2cid= ignored (help)
    30. "Blender importer from Meshroom". GitHub. Unknown parameter |url-status= ignored (help)
    31. "meshroom2blender". GitHub. Unknown parameter |url-status= ignored (help)
    32. "MeshroomMaya". GitHub. Unknown parameter |url-status= ignored (help)
    33. "AliceVision Plugin : Houdini importer". Unknown parameter |url-status= ignored (help)
    34. "ALICEVISION association official website". Unknown parameter |url-status= ignored (help)

    External Links[edit]


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