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DI-VISION

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    • WP1: Establishment of the traceability of MVSs related to potential industrial applications
    • WP2: Optimisation and evaluation of detection methods
    • WP3: Robust reference dense-image matching, classification and evaluation algorithms
    • WP4: Industrial dissemination through industrial use cases, demonstrators and comparisons
    • WP5: Creating impact
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Dissemination

List of involved PhD students

    1. Louis-Ferdinand LAFON (LNE/ENS-PS): Robust reference algorithms and softgauges for data fusion-based method of measured data on 3D objects
    2. Ahmed BACHIR (LNE/ENS-PS/CETIM): Reference algorithms and softgauges for areal surface texture metrology on 3D objects
    3. Katarina JOSIC (LNE/ENS-PS/CETIM): Traceable structured light system and validated digital twin model for accurate 3D scanning of large and complex mechanical parts with industrial robot
    4. Ladji FOFANA (LNE/ENS-PS): Implementation of robust algorithms for dense-image matching and post-processing: target applications in industry 4.0
    5. Tianliang ZHUANG (Polytechnique Montréal): Evaluation of errors and uncertainties in structured light scanning
    6. Chen TING (Fudan University): Error compensation and Uncertainty Estimation of Defectometry for Traceable Visual Inspection
    7. Luka CAS (University of Maribor): Development of a measurement system and a method for automatic calibration of precise displacement sensors
    8. Lorenzo DIDONE (Università degli Studi di Padova): Virtual experiments and Digital-metrological Twins in Coordinate Metrology
    9. B. Ahmed CHEKH (Tekniker): Development of advanced tools to ensure the metrological traceability of digital twins of measurement systems
    10. Dario PASIN (Università degli Studi di Padova): Development of Innovative Traceable Quality Control Methods for the Pharmaceutical Industry
    11. Aubin BETTIOL (IGN): Determination and Monitoring of Reference Points of Space Geodetic Instruments using Photogrammetry

 

Social Networks

LinkedIn : téléchargement et installation gratuits sous Windows | Microsoft Store   https://www.linkedin.com/company/di-vision-project/

Instagram — Wikipédia   https://www.instagram.com/di_vision_project/

 

Official Documents

  • Project flyer: DI-Vision flyer
  • Project poster: DI-Vision poster

 

Communications

Webinar on “Robust reference algorithms and softgauges for data fusion-based methods of measured data on 3D objects” by Louis-Ferdinand Lafon

 

Webinar on “Digital twin for stereovision systems” by Hichem Nouira, Brahim Ahmed and Katarina Josic

 

Publications

  1. Sofia Catalucci, Enrico Savio, Metrological validation of a deep learning pipeline for in-line detection and dimensional quantification of three-dimensional surface defects, CIRP Journal of Manufacturing Science and Technology, Volume 64, February 2026, Pages 107-119, DOI 10.1016/j.cirpj.2025.12.002
  2. Giacomo Maculotti, Lorenzo Giorio, Gianfranco Genta, Maurizio Galetto, Traceability and uncertainty of defects automated measurements by CNN-powered Machine Vision Systems, 2025, CIRP Annals, 74:661-665, DOI 10.1016/j.cirp.2025.03.023
  3. Giacomo Maculotti, Fazluddin Khusnuddinov, Jasurkhuja Kholkhujaev, Gianfranco Genta, Maurizio Galetto, Traceable digital twin for accurate positioning of industrial robot arms in human–robot collaborative systems, 2025, Flexible Services and Manufacturing Journal, DOI 10.1007/s10696-025-09632-7
  4. Louis-Ferdinand Lafon, Alain Vissiere, Charyar Mehdi-Souzani, Nabil Anwer, Hichem Nouira, Reference data generation for evaluating pairwise registration algorithms, Measurement, Volume 257, Part B, 15 January 2026, 118602, DOI 10.1016/j.measurement.2025.118602
  5. Louis-Ferdinand Lafon, Alain Vissiere, Charyar Mehdi-Souzani, Hichem Nouira, Nabil Anwer, Multi-sensor data fusion framework and validation of algorithms with reference datasets, Procedia CIRP, Volume 129, 2024, Pages 133-138, DOI 10.1016/j.procir.2024.10.024
  6. Rim Bennoune, Gengxiang Chen, Saint-Clair Toguem Tagne, Alain Vissiere, Mohamed Damak, Charyar Mehdi-Souzani, Nabil Anwer, René Mayer, Hichem Nouira, Advanced ultra-high precision system (NanoCyl) for accurate cylindricity measurements, CIRP Journal of Manufacturing Science and Technology, Volume 59, July 2025, Pages 118-126, DOI 10.1016/j.cirpj.2025.03.005
  7. Safouane El Ghazouali,Youssef Mhirit,Ali Oukhrid,Umberto Michelucci, Hichem Nouira, FusionVision: A Comprehensive Approach of 3D Object Reconstruction and Segmentation from RGB-D Cameras Using YOLO and Fast Segment Anything, Sensors 2024, 24, 2889, DOI 10.3390/s24092889
  8. Jean-Michael Muller, Mehdi Daakir, Marc Pierrot Deseilligny, Florian Barcet, Implementation of coded targets for metrology applications in MicMac, a free open-source photogrammetric software, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLVIII-2/W7-2024, Optical 3D Metrology (O3DM), 12–13 December 2024, Brescia, Italy, DOI 10.5194/isprs-archives-XLVIII-2-W7-2024-89-2024

Deliverables

Unavailable for now

 

Newsletter

First newsletter: DIVision_First_Newsletter

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NEWS

Webinar on “Digital metrological twin for stereovision systems” on February 11th, 2026 – 10:00 AM CET.

The link to access the webinar is HERE

 

A webinar on “Robust reference algorithms and softgauges for data fusion-based methods of measured data on 3D objects” by Louis-Ferdinand Lafon is available.

Katarina Josic will give an oral presentation at the ASPEN 2025 conference in November

Recent Posts

  • Webinar on digital metrological twin for stereovision systems on February 11th, 2026
  • Webinar by Louis-Ferdinand Lafon available on the DI-Vision website (on the “Dissemination” page)
  • (pas de titre)
  • PhD defense of Louis-Ferdinand Lafon (LNE) on March 31st, 9:00 AM CET
  • Participation to the Optical 3D Metrology workshop (12-13 December, 2024, Brescia, Italy)

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