Our graduate students contribute to the advancement of research in fields involving artificial intelligence and data science

Graduate students work together with IID researchers to contribute to the development and enrichment of knowledge in a multitude of fields of application – from industry 4.0 to the Internet of Things (IoT), from machine learning methods to immersive technologies, from smart cities to medical imaging, and more.

Students

Hugues Yenoukoume Hangnon

Research center(s)
  • CRDIG
Department(s)
  • Department of Geomatics Science
Program(s)

Master’s in Geomatics

Supervisor(s)
  • Frédéric Hubert

Application des techniques d’IA (Random Forest) à des imageries satellites dans un contexte de maladie vectorielle (Santé publique)

Data Science Geospatial Data Health

Olivier Stocker

Research center(s)
  • CRDIG
  • CRDM
Department(s)
  • Department of Geomatics Science
Program(s)

Ph.D. in Geomatics

Supervisor(s)
  • Éric Guilbert
  • Thierry Badard

Classification de nuages de point LiDAR aérien en milieu forestier

Data Science Geospatial Data

Mohamed Ali Ghannami

Research center(s)
  • CRDIG
Department(s)
  • Department of Geomatics Science
Program(s)

Ph.D. in Geomatics

Supervisor(s)
  • Sylvie Daniel
  • Isabelle Quidu

Statistical inference of water column depth based on radiometric and geometric analysis of spectral imagery

Computer Vision Data Science Geospatial Data Smart Environments

Lamiae El Mendili

Research center(s)
  • CRDIG
Department(s)
  • Department of Geomatics Science
Program(s)

Ph.D. in Geomatics

Supervisor(s)
  • Thierry Badard
  • Sylvie Daniel

Unsupervised domain adaptation for semantic segmentation of large-scale 3D point clouds

Data Science Geospatial Data Machine Learning

Juzer Noman

Research center(s)
  • CRDIG
Department(s)
  • Department of Geomatics Science
Program(s)

Master’s in Geomatics

Supervisor(s)
  • Sylvie Daniel
  • Damien Pham Van Bang

Development of a seamless multisource Topographic and Bathymetric Digital Elevation Model of the St. Lawrence River within the Region of the Community Metropolitan of Quebec (CMQ) for Hydrodynamic modelling

Geospatial Data Smart Environments

Xavier Malet

Research center(s)
  • CRDIG
Department(s)
  • Department of Geomatics Science
Program(s)

Master’s in Geomatics

Supervisor(s)
  • Thierry Badard
  • Sylvie Daniel

Design and development of an efficient management system for massive volumes of 3D point clouds

Data Science Geospatial Data

William Dubois

Research center(s)
  • CeRVIM
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Master’s in Computer Science

Supervisor(s)
  • Philippe Giguère
  • François Pomerleau

Correcting errors in LiDAR-based maps based on LiDAR bias characterization

Data Science Geospatial Data Smart Environments

Aymane Dahbi

Research center(s)
  • CRDIG
  • CRDM
Department(s)
  • Department of Geomatics Science
Program(s)

Master’s in Geomatics

Supervisor(s)
  • Éric Guilbert
  • Thierry Badard

Calcul du complexe de Morse-Smale à partir d’un nuage de points au sol pour la génération de réseaux hydrographiques

Data Science Geospatial Data Smart Environments

William Albert

Research center(s)
  • CRDIG
  • CRDM
Department(s)
  • Department of Geomatics Science
Program(s)

Master’s in Geomatics

Supervisor(s)
  • Sylvie Daniel

Automatic detection and characterization of occlusions in large-scale urban point clouds using deep neural networks

Geospatial Data Machine Learning

Amal Marzouki

Research center(s)
  • CRDIG
Department(s)
  • Department of Organizational Information Systems
Program(s)

Ph.D. in Administration Sciences

Supervisor(s)
  • Sehl Mellouli
  • Sylvie Daniel

Vers une plateforme de participation citoyenne basée sur la visualisation géosptatiale

Geospatial Data Smart Environments

Reza Mahmoodi Koohi

Research center(s)
  • CRDIG
Department(s)
  • Department of Geomatics Science
Program(s)

Ph.D. in Geomatics

Supervisor(s)
  • Denis Laurendeau
  • Sylvie Daniel

Conception d’un réseau de neurones profond adapté aux nuages de points géospatiaux pour la cartographie 3D de grands espaces urbains

Geospatial Data Smart Environments

Niloufar Haghighatgou

Research center(s)
  • CRDIG
  • CRDM
Department(s)
  • Department of Geomatics Science
Program(s)

Ph.D. in Geomatics

Supervisor(s)
  • Thierry Badard
  • Sylvie Daniel

Fusion d’images et de nuages de points LiDAR dans un contexte d’anticipation des risques d’inondation

Geospatial Data Smart Environments

Abdelmajid Erramaline

Research center(s)
  • CRDIG
  • CRDM
Department(s)
  • Department of Geomatics Science
Program(s)

Ph.D. in Geomatics

Supervisor(s)
  • Thierry Badard
  • Marie-Pier Côté

Développement d’un modèle capable de prédire, avec précision, les risques liés à l’utilisation du véhicule par les assurés et ainsi lier le calcul de la prime du client à l’utilisation du véhicule

Data Science Geospatial Data Insurance

William Ney Cassol

Research center(s)
  • CRDIG
Department(s)
  • Department of Geomatics Science
Program(s)

Ph.D. in Geomatics

Supervisor(s)
  • Sylvie Daniel
  • Éric Guilbert

Étude spatio-temporelle de la migration des dunes sous-marines au fleuve Saint-Laurent

Geospatial Data Smart Environments

Stéphane Voyer-Boutet

Research center(s)
  • CRDIG
  • CRDM
Department(s)
  • Department of Geomatics Science
Program(s)

Master’s in Geomatics

Supervisor(s)
  • Thierry Badard

Geospatial Data

Kevin Rousseau

Research center(s)
  • CeRVIM
Department(s)
  • Department of Computer and Electrical Engineering
Program(s)

Master’s in Electrical Engineering

Supervisor(s)
  • Denis Laurendeau
  • Sylvie Daniel

Point cloud processing and tagging for autonomous driving

Computer Vision Geospatial Data Smart Environments

Yizhi Li

Research center(s)
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Master’s in Computer Science

Supervisor(s)
  • Dominique Grenier
  • Luc Lamontagne

Object classification from 2-dimensional LiDAR signals

Computer Vision Geospatial Data

Vincent Dupont

Research center(s)
  • CeRVIM
  • CRDIG
  • CRDM
Department(s)
  • Department of Geomatics Science
Program(s)

Master’s in Geomatics

Supervisor(s)
  • Sylvie Daniel
  • Christian Larouche

Élaboration d’une méthode d’extraction de plans par croissance de régions dans un nuage de points bathymétriques servant à alimenter des estimateurs d’erreur bathymétrique

Data Science Geospatial Data

Fethi Benchaabane

Research center(s)
  • CRDIG
  • CRDM
Department(s)
  • Department of Geomatics Science
Program(s)

Master’s in Geomatics

Supervisor(s)
  • Thierry Badard
  • Frédéric Hubert

Conception et développement d’une solution de diffusion et de visualisation des données géospatiales massives 2D/3D dans un contexte de gestion de risque d’inondations

Data Science Geospatial Data

Ali Assafiri

Research center(s)
  • CRDIG
  • CRDM
Department(s)
  • Department of Geomatics Science
Program(s)

Master’s in Geomatics

Supervisor(s)
  • Christian Gagné
  • Sylvie Daniel

Geospatial Data Machine Learning

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