Login

ENBIS-26 Conference

Sep 6 – 10, 2026
Centro Didattico Morgagni
Europe/Rome timezone

Chair of the Local Organising Committee

Session

Mathmet session - Digital twins for industrial machine vision systems and reference data generation

Sep 8, 2026, 2:00 PM

Conveners

Mathmet session - Digital twins for industrial machine vision systems and reference data generation

  • Hichem Nouira

Presentation materials

There are no materials yet.

  1. 60. Digital Twin for optimal positioning of an industrial machine vision camera
    Dario Pasin (Università degli Studi di Padova)
    9/8/26, 2:05 PM
    Other/special session/invited session

    In industrial machine vision, camera positioning is traditionally a manual, iterative, trial-and-error process. Even if sufficient accuracy can be reached, this leads to prolonged downtime during initial installation and maintenance, especially for inspection tasks where the camera must be positioned at a precise location, orientation, and working distance. In addition, the operator-dependent...

    Go to contribution page
  2. 65. Enhancing photogrammetric measurement systems through Gaussian Splatting
    Mattia Trombini (Politecnico di Torino)
    9/8/26, 2:25 PM

    Photogrammetric measurement systems are widely adopted in manufacturing since they combine accurate geometric reconstruction, operational flexibility and relatively low implementation costs, while also supporting scalable and repeatable measurement workflows. However, photogrammetry is constrained by the initial image acquisition, since any extension of the dataset requires additional physical...

    Go to contribution page
  3. 21. Development of digital twins in metrology for a stereovision system
    Ms Katarina Josic (LNE/CNAM/LURPA/CETIM)
    9/8/26, 2:45 PM
    Other/special session/invited session

    Machine vision systems are important in Industry 4.0 as they allow fast automated inspection and quality control. Traceable metrology for machine vision systems is critical for the digital transformation of the Industry 4.0 objectives defined by the EU Green Deal. Nevertheless, these systems currently lack well-defined uncertainty frameworks and calibration techniques. For contactless 3D...

    Go to contribution page
  4. 73. Generalized constraints on reference data generation for software verification
    Louis-Ferdinand LAFON (LNE)
    9/8/26, 3:05 PM
    Other/special session/invited session

    Vision-based systems in industrial applications involve a wide range of software, including fitting, association, and cloud-to-cloud registration. Software verification is required to guarantee the accuracy of estimated parameters. Verification typically relies on realistic datasets generated using ray casting to sample points on the predefined surface, followed by the addition of random...

    Go to contribution page
Building timetable...