Thesis of Mathis Baubriaud
Subject:
Start date: 04/03/2022
Defense date: 28/03/2025
Advisor: Stéphane Derrode
Coadvisor: René Chalon
Summary:
The objective of the thesis is to develop a POC ("Proof-Of-Concepts") to automate some reporting tasks, to improve collaboration and coordination of construction projects in real time. To do this, the main part of the research work will consist of developing innovative algorithms for recognising objects in images and identifying the corresponding elements in a digital model, in order to generate instantaneous reports on the progress of the construction site (elements present/missing, incorrectly placed equipment, etc.). These algorithms will be able to rely on the expertise of the operator in the field to complete and correct their detection, and will then use this feedback to improve their performance over time. Intensive test phases, in different scenarios to be imagined, will also be organised to evaluate the reliability and robustness of the chosen solution.
Jury:
Mme Iordanova Ivanka | Professeur(e) | École de Technologie Supérieure de Montréal | Rapporteur(e) |
M. Lafhaj Zoubeir | Professeur(e) | Ecole Centrale de Lille | Rapporteur(e) |
Mme Servières Myriam | Professeur(e) | Ecole Centrale de Nantes | Examinateur(trice) |
M. Derrode Stéphane | Professeur(e) | LIRIS CNRS UMR 5205 - Ecole Centrale de Lyon | Directeur(trice) de thèse |
M. Chalon René | Maître de conférence | LIRIS CNRS UMR 5205 - Ecole Centrale de Lyon | Co-directeur (trice) |
M. Kernn Kevin | Directeur(trice) de recherche | SPIE Building Solutions | Co-encadrant(e) |