Igor Jovancevic Igor Jovancevic - Enseignant chercheur

Présentation

Publications

Article dans une revue (13)

Data augmentation for fuselage panel inspection via 3D point cloud segmentation Velibor Došljak,Igor Jovančević,Jean-José Orteu,Romain Brault,Zakaria Belbacha Journal of Electronic Imaging, 2026, 35 (03), pp.031202. ⟨10.1117/1.JEI.35.3.031202⟩ Article dans une revue hal-05517217v1
Industrial monocular depth estimation, semantic segmentation, and 6D pose estimation using foundational depth models in a data-scarce setting Nikola Pižurica,Bilal Karabagli,Igor Jovančević,Jean-José Orteu Journal of Electronic Imaging, 2026, 35 (03), pp.031206. ⟨10.1117/1.JEI.35.3.031206⟩ Article dans une revue hal-05574692v1
Domain shared features for visual inspection of complex mechanical assemblies based on synthetically generated data Velibor Došljak,Igor Jovančević,Jean-José Orteu Journal of Electronic Imaging, 2024, 33 (03), pp.031205. ⟨10.1117/1.JEI.33.3.031205⟩ Article dans une revue hal-04458846v1
Generic neural architecture search toolkit for efficient and real-world deployment of visual inspection convolutional neural networks in industry Nikola Pižurica,Kosta Pavlović,Slavko Kovačević,Igor Jovančević,Miguel de Prado Journal of Electronic Imaging, 2024, 33 (03), ⟨10.1117/1.JEI.33.3.031203⟩ Article dans une revue hal-04527539v1
Special Section Guest Editorial: Quality Control by Artificial Vision VII Igor Jovančević,Jean-José Orteu Journal of Electronic Imaging, 2024, 33 (03), ⟨10.1117/1.JEI.33.3.031201⟩ Article dans une revue hal-04623256v1
Learning deep domain-agnostic features from synthetic renders for industrial visual inspection Abdelrahman Abubakr,Igor Jovančević,Nour Islam Mokhtari,Hamdi Ben Abdallah,Jean-José Orteu Journal of Electronic Imaging, 2022, 31 (05), pp.051604. ⟨10.1117/1.JEI.31.5.051604⟩ Article dans une revue hal-03712960v1
Learning Local Descriptor for Comparing Renders with Real Images Pamir Ghimire,Igor Jovančević,Jean-José Orteu Applied Sciences, 2021, 11 (8), pp.1-15/3301. ⟨10.3390/app11083301⟩ Article dans une revue hal-03197287v1
Three-dimensional point cloud analysis for automatic inspection of complex aeronautical mechanical assemblies Hamdi Ben Abdallah,Jean-José Orteu,Igor Jovančević,Benoît Dolives Journal of Electronic Imaging, 2020, 29 (04), pp.041012-1-041012-22. ⟨10.1117/1.JEI.29.4.041012⟩ Article dans une revue hal-02557867v1
Classification using a three-dimensional sensor in a structured industrial environment Ivan Mikhailov,Igor Jovančević,Nour Islam Mokhtari,Jean-José Orteu Journal of Electronic Imaging, 2020, 29 (04), pp.041008. ⟨10.1117/1.JEI.29.4.041008⟩ Article dans une revue hal-02483189v1
Automatic Inspection of Aeronautical Mechanical Assemblies by Matching the 3D CAD Model and Real 2D Images Hamdi Ben Abdallah,Igor Jovančević,Jean-José Orteu,Ludovic Brèthes Journal of Imaging, 2019, 5 (10), pp.81-110. ⟨10.3390/jimaging5100081⟩ Article dans une revue hal-02320900v2
3D Point Cloud Analysis for Detection and Characterization of Defects on Airplane Exterior Surface Igor Jovančević,Huy-Hieu Pham,Jean-José Orteu,Rémi Gilblas,Jacques Harventet al. Journal of Nondestructive Evaluation, 2017, 36 (4), pp.74. ⟨10.1007/s10921-017-0453-1⟩ Article dans une revue hal-01622056v1
Détection et caractérisation de défauts de surface par analyse des nuages de points 3D fournis par un scanner Igor Jovančević,Huy-Hieu Pham,Jean-José Orteu,Rémi Gilblas,Jacques Harventet al. Instrumentation, Mesure, Métrologie, 2017, 16 (1-4), p.261-282 Article dans une revue hal-01660998v1
Automated exterior inspection of an aircraft with a pan-tilt-zoom camera mounted on a mobile robot Igor Jovančević,Stanislas Larnier,Jean-José Orteu,Thierry Sentenac Journal of Electronic Imaging, 2015, 24 (6), pp.061110. ⟨10.1117/1.JEI.24.6.061110⟩ Article dans une revue hal-01351008v1

Communication dans un congrès (23)

Airplane panels inspection via 3D point cloud segmentation on low-volume training dataset Velibor Dosljak,Igor Jovančević,Jean-José Orteu,Romain Brault,Zakaria Belbacha QCAV2025 - Seventeenth International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi Prefecture, Japan. 8p., ⟨10.1117/12.3077636⟩ Communication dans un congrès hal-05225590v1
Utilizing large pre-trained monocular depth models for machining setup inspection and measurement Nikola Pižurica,Bilal Karabagli,Igor Jovančević,Jean-José Orteu QCAV2025 - Seventeenth International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi Prefecture, Japan. 9p., ⟨10.1117/12.3082005⟩ Communication dans un congrès hal-05225729v1
Detection and characterization of damages on mechanical parts via 3D point cloud processing Marija Džaković,Velibor Došljak,Igor Jovančević,Jean-José Orteu QCAV2025 - Seventeenth International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi Prefecture, Japan. 7p., ⟨10.1117/12.3078653⟩ Communication dans un congrès hal-05226122v1
Defect Characterization on Complex Shape Aeronautical Parts via 3D Point Cloud Processing Marija Džaković,Igor Jovančević,Velibor Došljak,Jean-José Orteu MECO 2024 - 13th Mediterranean Conference on Embedded Computing, Jun 2024, Budva, Montenegro. pp.218-222, ⟨10.1109/MECO62516.2024.10577809⟩ Communication dans un congrès hal-04623874v1
Image Classification Applied to the Problem of Conformity Check in Industry Nour Islam Mokhtari,Igor Jovančević,Hamdi Ben Abdallah,Jean-José Orteu SOCO 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⟩ Communication dans un congrès hal-03813066v1
Inspection of mechanical assemblies based on 3D Deep Learning segmentation Assya Boughrara,Igor Jovančević,Jean-José Orteu,Mathieu Belloc QCAV'2023 - the 16th international conference quality control by artificial vision, Jun 2023, Albi, France. 9 p., ⟨10.1117/12.2692569⟩ Communication dans un congrès hal-04168232v1
Visual inspection of complex mechanical assemblies based on Siamese networks for 3D point clouds Velibor Dosljak,Igor Jovančević,Jean-José Orteu QCAV'2023 - the 16th international conference quality control by artificial vision, Jun 2023, Albi, France. 5 p., ⟨10.1117/12.2692751⟩ Communication dans un congrès hal-04168217v1
TinderAI: Support System for Matching AI Algorithms and Embedded Devices Matteo Francobaldi,Allegra de Filippo,Andrea Borghesi,Nikola Pizˇurica,Igor Jovančevićet al. Vol. 36 (2023): Proceedings of FLAIRS-36, May 2023, Clearwater Beach, United States. ⟨10.32473/flairs.36.133100⟩ Communication dans un congrès hal-04787156v1
Detection and characterization of defects on mechanical structures by using 3D vision Zakaria Belbacha,Hamdi Ben Abdallah,Igor Jovančević,Jean-José Orteu,Ludovic Brethes QCAV'2023 - the 16th international conference quality control by artificial vision, Jun 2023, Albi, France. 7 p., ⟨10.1117/12.3000509⟩ Communication dans un congrès hal-04168243v1
Reducing the latency and size of a deep CNN model for surface defect detection in manufacturing Nikola Pižurica,Kosta Pavlović,Slavko Kovačević,Igor Jovančević Sixteenth International Conference on Quality Control by Artificial Vision, Jun 2023, Albi, France. pp.41, ⟨10.1117/12.2692962⟩ Communication dans un congrès hal-04237924v1
On learning deep domain-invariant features from 2D synthetic images for industrial visual inspection Abdelrahman G. Abubakr,Igor Jovančević,Nour Islam Mokhtari,Hamdi Ben Abdallah,Jean-José Orteu QCAV’2021- 15th International Conference on Quality Control by Artificial Vision, May 2021, Tokushima (online), Japan. 9 p., ⟨10.1117/12.2589040⟩ Communication dans un congrès hal-03230285v1
Inspection of mechanical assemblies based on 3D Deep Learning approaches Assya Boughrara,Igor Jovančević,Hamdi Ben Abdallah,Benoît Dolives,Mathieu Bellocet al. QCAV’2021 - 15th International Conference on Quality Control by Artificial Vision, May 2021, Tokushima (online), Japan. 8 p., ⟨10.1117/12.2588986⟩ Communication dans un congrès hal-03230297v1
Inspection d'assemblages mécaniques par une approche Deep Learning 3D : résultats préliminaires Assya Boughrara,Igor Jovancevic,Hamdi Ben Abdallah,Benoit Dolives,Mathieu Bellocet al. ORASIS 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 Communication dans un congrès hal-03339892v1
Automatic inspection of aeronautical mechanical assemblies using 2D and 3D computer vision Hamdi Ben Abdallah,Igor Jovančević,Jean-José Orteu,Benoit Dolives,Ludovic Brèthes NDT AEROSPACE 2019 - 11th Symposium on NDT in Aerospace, Nov 2019, Paris-Saclay, France Communication dans un congrès hal-02374691v1
3D Point Cloud Analysis for Automatic Inspection of Aeronautical Mechanical Assemblies Hamdi Ben Abdallah,Jean-José Orteu,Benoit Dolives,Igor Jovančević QCAV2019 - Quality Control by Artificial Vision, May 2019, Mulhouse, France. ⟨10.1117/12.2521715⟩ Communication dans un congrès hal-02087366v1
Inspection automatisée d’assemblages mécaniques aéronautiques par vision 2D/3D en exploitant la maquette numérique Hamdi Ben Abdallah,Igor Jovančević,Jean-José Orteu,Ludovic Brèthes,Benoît Dolives OPTIQUE TOULOUSE 2018, Jul 2018, Toulouse, France Communication dans un congrès hal-01830354v1
Détection et caractérisation de défauts par analyse des nuages de points 3D fournis par un scanner Igor Jovančević,H.-H. Pham,Jean-José Orteu,Rémi Gilblas,J. Harventet al. CMOI 2017 - 15ème Colloque Méthodes et Techniques Optiques pour l'Industrie, Mar 2017, Le Mans, France Communication dans un congrès hal-02047623v1
Airplane tire inspection by image processing techniques Igor Jovančević,Al Arafat,Jean-José Orteu,Thierry Sentenac 5th Mediterranean Conference on Embedded Computing (MECO'2016), Jun 2016, Bar, Montenegro. ⟨10.1109/MECO.2016.7525733⟩ Communication dans un congrès hal-01351750v1
Matching CAD model and image features for robot navigation and inspection of an aircraft Igor Jovančević,Ilisio Viana,Jean-José Orteu,Thierry Sentenac,Stanislas Larnier 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM'2016), Feb 2016, Roma, Italy. ⟨10.5220/0005756303590366⟩ Communication dans un congrès hal-01353317v1
Automated visual inspection of an airplane exterior Igor Jovančević,Jean-José Orteu,Thierry Sentenac,Rémi Gilblas 12th International Conference on Quality Control by Artificial Vision (QCAV'2015), Jun 2015, Le Creusot, France. ⟨10.1117/12.2182811⟩ Communication dans un congrès hal-01351735v1
Automated visual inspection of an airplane exterior Igor Jovančević,Jean-José Orteu,Thierry Sentenac,Rémi Gilblas Congrès de l'Ecole Doctorale Systèmes (EDSYS), May 2015, Toulouse, France Communication dans un congrès hal-02055144v1
Inspection d'un aéronef à partir d'un système multi-capteurs porté par un robot mobile Igor Jovančević,Jean-José Orteu,Thierry Sentenac,Rémi Gilblas CMOI 2015 - 14ème Colloque Méthodes et Techniques Optiques pour l'Industrie, Nov 2015, Lannion, France Communication dans un congrès hal-01350898v1
Controlling a Mobile Robot with Natural Commands based on Voice and Gesture A. R. Fardana,S. Jain,Igor Jovančević,Y. Suri,C. Morandet al. IEEE International Conference on Robotics and Automation (ICRA) - Workshop on Human Robot Interaction for Assistance and Industrial Robots, May 2013, Karlsruhe, Germany Communication dans un congrès hal-02996999v1

Pré-publication, Document de travail (1)

Automatic visual inspection of mechanical assemblies via 3D point cloud classification with deep neural networks Assya Boughrara,Igor Jovančević,Velibor Došljak,Jean-José Orteu,Mathieu Belloc 2025 Pré-publication, Document de travail hal-05354053v1

Thèse (1)

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 Igor Jovančević Optics / Photonic. Ecole des Mines d'Albi-Carmaux, 2016. English. ⟨NNT : 2016EMAC0023⟩ Thèse tel-01687831v1

Proceedings/Recueil des communications (1)

Proceedings of sixteenth international conference on quality control by artificial vision, 6-8 juin 2023, Albi, France Igor Jovančević,Jean-José Orteu QCAV-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⟩ Proceedings/Recueil des communications hal-04191570v1

N°spécial de revue/special issue (1)

Special Section on Quality Control by Artificial Vision VII Igor Jovančević,Jean-José Orteu Journal of Electronic Imaging, 33 (3), 2024 N°spécial de revue/special issue hal-04622393v1

Article de blog scientifique (3)

DECADOM : des solutions pour contrôler les anomalies de fabrication Jean-José Orteu,Igor Jovančević,Ludovic Brethes,Remy Fauvel 2022 Article de blog scientifique hal-05030161v1
DECADOM: solutions for monitoring manufacturing defects Jean-José Orteu,Igor Jovančević,Ludovic Brethes,Remy Fauvel 2022 Article de blog scientifique hal-05030173v1
Un robot mobile pour inspecter les avions au sol Jean-José Orteu,Igor Jovančević,Thierry Sentenac 2015 Article de blog scientifique hal-05030179v1