AliceVision Meshroom
| Autor: | Carsten Griwodz, Fabien Castan, Simone Gasparini, Gregoire De Lillo, Yann Lanthony, Pierre Gurdjos, Lilian Calvet, Benoit Maujean |
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| Přispěvatelé: | SimulaNet, University of Oslo (UiO), Real Expression Artificial Life (IRIT-REVA), Institut de recherche en informatique de Toulouse (IRIT), Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, Mikros Image (FRANCE) |
| Rok vydání: | 2021 |
| Předmět: |
Panorama
business.industry Computer science 3D reconstruction ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV] 020207 software engineering 02 engineering and technology File format Pipeline (software) Image stitching Pipeline transport Software Photogrammetry 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Computer vision Artificial intelligence business |
| Zdroj: | MMSys '21: Proceedings of the 12th ACM Multimedia Systems Conference : ISBN: 978-1-4503-8434-6 12th ACM Multimedia Systems Conference (MMSys 2021) 12th ACM Multimedia Systems Conference (MMSys 2021), Sep 2021, Istanbul, Turkey. pp.241-247, ⟨10.1145/3458305.3478443⟩ |
| DOI: | 10.1145/3458305.3478443 |
| Popis: | This paper introduces the Meshroom software and its underlying 3D computer vision framework AliceVision. This solution provides a photogrammetry pipeline to reconstruct 3D scenes from a set of unordered images. It also features other pipelines for fusing multi-bracketing low dynamic range images into high dynamic range, stitching multiple images into a panorama and estimating the motion of a moving camera. Meshroom's node-graph architecture allows the user to customize the different pipelines to adjust them to their domain specific needs. The user can interactively add other processing nodes to modify a pipeline, export intermediate data to analyze the result of the algorithms and easily compare the outputs given by different sets of parameters. The software package is released in open source and relies on open file formats. These features enable researchers to conveniently run the pipelines, access and visualize the data at each step, thus promoting the sharing and the reproducibility of the results. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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