Igor Jovancevic
Présentation
Publications
Publications
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Airplane panels inspection via 3D point cloud segmentation on low-volume training datasetQCAV2025 - Seventeenth International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi Prefecture, Japan. 8p., ⟨10.1117/12.3077636⟩ |
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Utilizing large pre-trained monocular depth models for machining setup inspection and measurementQCAV2025 - Seventeenth International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi Prefecture, Japan. 9p., ⟨10.1117/12.3082005⟩ |
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Detection and characterization of damages on mechanical parts via 3D point cloud processingQCAV2025 - Seventeenth International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi Prefecture, Japan. 7p., ⟨10.1117/12.3078653⟩ |
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Defect Characterization on Complex Shape Aeronautical Parts via 3D Point Cloud ProcessingMECO 2024 - 13th Mediterranean Conference on Embedded Computing, Jun 2024, Budva, Montenegro. pp.218-222, ⟨10.1109/MECO62516.2024.10577809⟩ |
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Detection and characterization of defects on mechanical structures by using 3D visionQCAV'2023 - the 16th international conference quality control by artificial vision, Jun 2023, Albi, France. 7 p., ⟨10.1117/12.3000509⟩ |
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Image Classification Applied to the Problem of Conformity Check in IndustrySOCO 2022 - 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, Sep 2022, Salamanque, Spain. p. 340-349, ⟨10.1007/978-3-031-18050-7_33⟩ |
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TinderAI: Support System for Matching AI Algorithms and Embedded DevicesVol. 36 (2023): Proceedings of FLAIRS-36, May 2023, Clearwater Beach, United States. ⟨10.32473/flairs.36.133100⟩ |
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Inspection of mechanical assemblies based on 3D Deep Learning segmentationQCAV'2023 - the 16th international conference quality control by artificial vision, Jun 2023, Albi, France. 9 p., ⟨10.1117/12.2692569⟩ |
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Visual inspection of complex mechanical assemblies based on Siamese networks for 3D point cloudsQCAV'2023 - the 16th international conference quality control by artificial vision, Jun 2023, Albi, France. 5 p., ⟨10.1117/12.2692751⟩ |
Reducing the latency and size of a deep CNN model for surface defect detection in manufacturingSixteenth International Conference on Quality Control by Artificial Vision, Jun 2023, Albi, France. pp.41, ⟨10.1117/12.2692962⟩ |
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On learning deep domain-invariant features from 2D synthetic images for industrial visual inspectionQCAV’2021- 15th International Conference on Quality Control by Artificial Vision, May 2021, Tokushima (online), Japan. 9 p., ⟨10.1117/12.2589040⟩ |
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Inspection of mechanical assemblies based on 3D Deep Learning approachesQCAV’2021 - 15th International Conference on Quality Control by Artificial Vision, May 2021, Tokushima (online), Japan. 8 p., ⟨10.1117/12.2588986⟩ |
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Inspection d'assemblages mécaniques par une approche Deep Learning 3D : résultats préliminairesORASIS 2021 - 18ème journées francophones des jeunes chercheurs en vision par ordinateur, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France. 9 p |
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Automatic inspection of aeronautical mechanical assemblies using 2D and 3D computer visionNDT AEROSPACE 2019 - 11th Symposium on NDT in Aerospace, Nov 2019, Paris-Saclay, France |
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3D Point Cloud Analysis for Automatic Inspection of Aeronautical Mechanical AssembliesQCAV2019 - Quality Control by Artificial Vision, May 2019, Mulhouse, France. ⟨10.1117/12.2521715⟩ |
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Inspection automatisée d’assemblages mécaniques aéronautiques par vision 2D/3D en exploitant la maquette numériqueOPTIQUE TOULOUSE 2018, Jul 2018, Toulouse, France |
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Détection et caractérisation de défauts par analyse des nuages de points 3D fournis par un scannerCMOI 2017 - 15ème Colloque Méthodes et Techniques Optiques pour l'Industrie, Mar 2017, Le Mans, France |
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Matching CAD model and image features for robot navigation and inspection of an aircraft5th International Conference on Pattern Recognition Applications and Methods (ICPRAM'2016), Feb 2016, Roma, Italy. ⟨10.5220/0005756303590366⟩ |
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Airplane tire inspection by image processing techniques5th Mediterranean Conference on Embedded Computing (MECO'2016), Jun 2016, Bar, Montenegro. ⟨10.1109/MECO.2016.7525733⟩ |
Automated visual inspection of an airplane exteriorCongrès de l'Ecole Doctorale Systèmes (EDSYS), May 2015, Toulouse, France |
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Automated visual inspection of an airplane exterior12th International Conference on Quality Control by Artificial Vision (QCAV'2015), Jun 2015, Le Creusot, France. ⟨10.1117/12.2182811⟩ |
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Inspection d'un aéronef à partir d'un système multi-capteurs porté par un robot mobileCMOI 2015 - 14ème Colloque Méthodes et Techniques Optiques pour l'Industrie, Nov 2015, Lannion, France |
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Controlling a Mobile Robot with Natural Commands based on Voice and GestureIEEE International Conference on Robotics and Automation (ICRA) - Workshop on Human Robot Interaction for Assistance and Industrial Robots, May 2013, Karlsruhe, Germany |
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Automatic visual inspection of mechanical assemblies via 3D point cloud classification with deep neural networks2025 |
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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 analysisOptics / Photonic. Ecole des Mines d'Albi-Carmaux, 2016. English. ⟨NNT : 2016EMAC0023⟩ |
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Proceedings of sixteenth international conference on quality control by artificial vision, 6-8 juin 2023, Albi, FranceQCAV-2023 sixteenth international conference on quality control by artificial vision, Proceedings of SPIE, the International Society for Optical Engineering, 12749, SPIE, 2023, 9781510667464. ⟨10.1117/12.3003893⟩ |
Special Section on Quality Control by Artificial Vision VIIJournal of Electronic Imaging, 33 (3), 2024 |
DECADOM : des solutions pour contrôler les anomalies de fabrication2022 |
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DECADOM: solutions for monitoring manufacturing defects2022 |
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Un robot mobile pour inspecter les avions au sol2015 |