CARS: A Photogrammetric Pipeline for Global 3D Reconstruction using Satellite Imagery

Abstract. We present CARS, a multiview stereo pipeline developed by CNES, in its 1.0 release. This pipeline will be integrated into the processing chain of the CO3D (French acronym for ”Constellation Optique 3D”) mission. The goal of this mission is to generate a 3D model of the Earth in less than four years. Because this is an operational mission involving massive production, particular attention has been paid to ensuring that the software is robust, efficient and includes a set of advanced automatic processing features. The paper will provide a comprehensive overview of all the features developed since its creation to achieve this goal.

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Publication Details

Journal
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
Published
2026-07-23
DOI
https://doi.org/10.5194/isprs-archives-xlix-b2-2026-593-2026
Primary Topic
Satellite Image Processing and Photogrammetry
Type
article
Field-Weighted Citation Impact
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article

CARS: A Photogrammetric Pipeline for Global 3D Reconstruction using Satellite Imagery

Mathis Roux, Yoann Steux, Cedric Traizet, David Youssefi et al.
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
Satellite Image Processing and Photogrammetry
article

CARS: A Photogrammetric Pipeline for Global 3D Reconstruction using Satellite Imagery

Mathis Roux, Yoann Steux, Cedric Traizet, David Youssefi, Valentine Bellet, Tommy Calendini, Marian Rassat
article en

Abstract

Abstract. We present CARS, a multiview stereo pipeline developed by CNES, in its 1.0 release. This pipeline will be integrated into the processing chain of the CO3D (French acronym for ”Constellation Optique 3D”) mission. The goal of this mission is to generate a 3D model of the Earth in less than four years. Because this is an operational mission involving massive production, particular attention has been paid to ensuring that the software is robust, efficient and includes a set of advanced automatic processing features. The paper will provide a comprehensive overview of all the features developed since its creation to achieve this goal.

˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciencesVol. XLIX-B2-2026
Centre National d'Études Spatiales (FR), Arcadis (Czechia) (CZ)
Industry, innovation and infrastructure
Openalex Percentile: Top 11%
Satellite Image Processing and Photogrammetry
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