Thesis of Mathis Baubriaud


Subject:
Automated reporting on the progress of a construction site using mixed reality

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 IvankaProfesseur(e)École de Technologie Supérieure de MontréalRapporteur(e)
M. Lafhaj ZoubeirProfesseur(e)Ecole Centrale de LilleRapporteur(e)
Mme Servières MyriamProfesseur(e)Ecole Centrale de NantesExaminateur​(trice)
M. Derrode StéphaneProfesseur(e)LIRIS CNRS UMR 5205 - Ecole Centrale de LyonDirecteur(trice) de thèse
M. Chalon RenéMaître de conférenceLIRIS CNRS UMR 5205 - Ecole Centrale de LyonCo-directeur (trice)
M. Kernn KevinDirecteur(trice) de rechercheSPIE Building SolutionsCo-encadrant(e)