selected publications
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academic article
- Special Section Guest Editorial: Quality Control by Artificial Vision VII. Journal of Electronic Imaging. 33. 2024
- Domain shared features for visual inspection of complex mechanical assemblies based on synthetically generated data. Journal of Electronic Imaging. 33. 2024
- Learning deep domain-agnostic features from synthetic renders for industrial visual inspection. Journal of Electronic Imaging. 31. 2022
- Learning Local Descriptor for Comparing Renders with Real Images. Applied Sciences. 11:3301-3301. 2021
- Three-dimensional point cloud analysis for automatic inspection of complex aeronautical mechanical assemblies. Journal of Electronic Imaging. 29:1-1. 2020
- Automatic Inspection of Aeronautical Mechanical Assemblies by Matching the 3D CAD Model and Real 2D Images. Journal of Imaging. 5:81-81. 2019
- 3D Point Cloud Analysis for Detection and Characterization of Defects on Airplane Exterior Surface. Journal of Nondestructive Evaluation. 36. 2017
- Détection et caractérisation de défauts de surface par analyse des nuages de points 3D fournis par un scanner. HAL (Le Centre pour la Communication Scientifique Directe). 2017
- Automated exterior inspection of an aircraft with a pan-tilt-zoom camera mounted on a mobile robot. Journal of Electronic Imaging. 24:061110-061110. 2015
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blog posting
- Automatic visual inspection of mechanical assemblies via 3Dpoint cloud classification with deep neural networks. Research Square (Research Square). 2024
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chapter
- Image Classification Applied to the Problem of Conformity Check in Industry. Lecture notes in networks and systems. 340-349. 2022
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conference paper
- Defect Characterization on Complex Shape Aeronautical Parts via 3D Point Cloud Processing. 2022 11th Mediterranean Conference on Embedded Computing (MECO). 1-5. 2024
- Detection and characterization of defects on mechanical structures by using 3D vision. . 53-53. 2023
- Inspection of mechanical assemblies based on 3D deep learning segmentation. . 37-37. 2023
- Visual inspection of complex mechanical assemblies based on Siamese networks for 3D point clouds. . 40-40. 2023
- Inspection d'assemblages mécaniques par une approche Deep Learning 3D : résultats préliminaires. HAL (Le Centre pour la Communication Scientifique Directe). 2021
- Inspection of mechanical assemblies based on 3D deep learning approaches. . 23-23. 2021
- On learning deep domain-invariant features from 2D synthetic images for industrial visual inspection. . 28-28. 2021
- Automatic inspection of aeronautical mechanical assemblies using 2D and 3D computer vision. HAL (Le Centre pour la Communication Scientifique Directe). 2019
- 3D point cloud analysis for automatic inspection of aeronautical mechanical assemblies. . 2019
- Inspection automatisée d’assemblages mécaniques aéronautiques par vision 2D/3D en exploitant la maquette numérique. HAL (Le Centre pour la Communication Scientifique Directe). 2018
- Détection et caractérisation de défauts par analyse des nuages de points 3D fournis par un scanner. HAL (Le Centre pour la Communication Scientifique Directe). 2017
- Airplane tire inspection by image processing techniques. 2022 11th Mediterranean Conference on Embedded Computing (MECO). 176-179. 2016
- Matching CAD Model and Image Features for Robot Navigation and Inspection of an Aircraft. . 359-366. 2016
- Inspection d'un aéronef à partir d'un système multi-capteurs porté par un robot mobile. HAL (Le Centre pour la Communication Scientifique Directe). 2015
- Automated visual inspection of an airplane exterior. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 95340Y-95340Y. 2015
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document
- Special Section on Quality Control by Artificial Vision VII. . 2024
- Front Matter: Volume 12749. . 0-0. 2023
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thesis
- Exterior inspection of an aircraft using a Pan-Tilt-Zoom camera and a 3D scanner moved by a mobile robot : 2D image processing and 3D point cloud analysis. HAL (Le Centre pour la Communication Scientifique Directe). 2016
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