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

Filippo Ferrario

Research center(s)
  • CRDM
Department(s)
  • Department of Biology
Program(s)

Postdoctoral researcher in Biology

Supervisor(s)
  • Philippe Archambault
  • Jean-François Lalonde
  • Philippe Giguère
  • Sylvie Daniel
  • Patrick Lajeunesse

Flexible Imaging Device: packaging an optic-based citizen science solution for mapping habitats in coastal areas

Computer Vision Internet of Things Smart Environments

Jinsong Zhang

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

Ph.D. in Electrical Engineering

Supervisor(s)
  • Jean-François Lalonde

Data-driven HDR Illumination from Outdoor Images

Computer Vision Data Science

Theresa Wiesner

Research center(s)
  • CERVO
  • CRDM
Department(s)
  • Department of Psychiatry and Neurosciences
Program(s)

Ph.D. in Biophotonics

Supervisor(s)
  • Flavie Lavoie-Cardinal
  • Paul De Koninck

Multi-modal imaging of the plasticity of miniature spontaneous calcium transients in cultured hippocampal neurons

Computer Vision Health

Maxime Vaidis

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

Ph.D. in Computer Science

Supervisor(s)
  • Philippe Giguère

3D mapping of large underground environments

Computer Vision Smart Environments

Akmaral Moldagalieva

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

Ph.D. in Computer Science

Supervisor(s)
  • Philippe Giguère

Increasing robustness of 2D and 3D perception in adversarial weather for autonomous vehicles

Computer Vision Smart Environments

Duc Thien Luong

Research center(s)
  • CeRVIM
Program(s)

Ph.D. in Electrical Engineering

Supervisor(s)
  • Denis Laurendeau

Parallelism For A Fast and Interactive Visualization For Out-core 3D Mesh (approaching real-time visualizaion for 1-billion-point cloud)

Computer Vision

Mathieu Garon

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

Ph.D. in Electrical Engineering

Supervisor(s)
  • Jean-François Lalonde
  • Denis Laurendeau

Deep learning for 3D reconstruction

Computer Vision Machine Learning

Pierre-Louis Gagnon

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

Ph.D. in Computer Science

Supervisor(s)
  • François Laviolette
  • Pierre Marquet

Développement d’algorithmes d’apprentissage automatique en microscopie holographique numérique

Computer Vision Health Machine Learning

Mana Eskandari

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

Ph.D. in Electrical Engineering

Supervisor(s)
  • Denis Laurendeau

Surface representation for 3D modelling

Computer Vision

Andréanne Deschênes

Research center(s)
  • CeRVIM
  • CERVO
  • CRDM
Department(s)
  • Department of Biochemistry, Microbiology and Bioinformatics
Program(s)

Ph.D. in Biophotonics

Supervisor(s)
  • Paul De Koninck
  • Flavie Lavoie-Cardinal

Parallelized multiplexed RESOLFT nanoscopy to study synaptic transmission in living neurons

Computer Vision Data Science

Geoffroi Côté

Research center(s)
  • CRDM
Department(s)
  • Department of Physics, Physics Engineering and Optics
Program(s)

Ph.D. in Physics

Supervisor(s)
  • Simon Thibault
  • Jean-François Lalonde

Deep learning for lens design

Computer Vision Machine Learning

Julie Buquet

Research center(s)
  • CRDM
Department(s)
  • Department of Physics, Physics Engineering and Optics
Program(s)

Ph.D. in Physics

Supervisor(s)
  • Simon Thibault
  • Jean-François Lalonde

Deep Learning for Wide Angle Images

Computer Vision Machine Learning

Francis Brière

Research center(s)
  • CRDM
Department(s)
  • Department of Molecular Medicine
Program(s)

Ph.D. in Molecular Medicine

Supervisor(s)
  • Jacques Corbeil

High throughput mass spectrometry coupled to machine learning for biomarker discovery

Computer Vision Machine Learning

Anthony Bilodeau

Research center(s)
  • CeRVIM
  • CERVO
  • CRDM
Department(s)
  • Department of Physics, Physics Engineering and Optics
Program(s)

Ph.D. in Biophotonics

Supervisor(s)
  • Audrey Durand
  • Flavie Lavoie-Cardinal

Intelligent STED nanoscopy of synaptic architecture at the nanoscale

Computer Vision Data Science

Amar Ali-Bey

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

Ph.D. in Computer Science

Supervisor(s)
  • Philippe Giguère
  • Brahim Chaib-draa

Reconnaissance visuelle des lieux à l’aide des réseaux de neurones profonds

Computer Vision Machine Learning

Mohammadamin Shaker

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

Master’s in Electrical Engineering

Supervisor(s)
  • Denis Laurendeau

Creating virtual scenes for deambulation in forest for people

Computer Vision

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

Martin Robert

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
  • Patrick Dallaire

Identification de signatures visuelles pour l’écorces des arbres, à des fins de traçabilité

Computer Vision Data Science

Colin Panter

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

Master’s in Electrical Engineering

Supervisor(s)
  • Christian Gagné
  • Flavie Lavoie-Cardinal

Multi-task deep learning approaches applied to optical microscopy image analysis

Computer Vision Health Machine Learning

Carl Nadeau

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

Master’s in Electrical Engineering

Supervisor(s)
  • Denis Laurendeau

Plateforme Hololens : Estimation de pose d’un objet par stéréoscopie avec des marqueurs rétroréfléchissants

Computer Vision

Albert Michaud-Gagnon

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

Master’s in Electrical Engineering

Supervisor(s)
  • Audrey Durand
  • Flavie Lavoie-Cardinal

Optimisation en ligne automatisée des paramètres de microscopie de super-résolution

Computer Vision Health Machine Learning

Alexandra Mercier

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

Master’s in Electrical Engineering

Supervisor(s)
  • Denis Laurendeau

Characterization of nordic plancton using deep learning

Computer Vision Machine Learning

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

Jérôme Isabelle

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

Master’s in Electrical Engineering

Supervisor(s)
  • Denis Laurendeau

AR applied to handheld scanning

Computer Vision

Tesnim Hadhri

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

Master’s in Electrical Engineering

Supervisor(s)
  • Jean-François Lalonde

Depth Estimation for Train Images

Computer Vision Machine Learning

Owen Ferguson

Research center(s)
  • CERVO
  • CRDM
Department(s)
  • Department of Psychiatry and Neurosciences
Program(s)

Master’s in Biophotonics

Supervisor(s)
  • Flavie Lavoie-Cardinal
  • Martin Lévesque

Super-resolution microscopy of Parkinson’s Disease effect on mitochondrial structure and dynamics

Computer Vision Health

Antoine Dufour

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

Master’s in Electrical Engineering

Supervisor(s)
  • Jean-François Lalonde

Deep Style Transfer

Computer Vision Machine Learning

Étienne Dubeau

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

Master’s in Electrical Engineering

Supervisor(s)
  • Jean-François Lalonde
  • Raoul de Charette

Tracking with Event Cameras

Computer Vision

Cyril Blanc

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

Master’s in Electrical Engineering

Supervisor(s)
  • Christian Gagné
  • Jean-François Lalonde

Learning to Infer House Properties from Street-Level Images

Computer Vision Machine Learning Smart Environments

Luca Blanchout

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

Master’s in Electrical Engineering

Supervisor(s)
  • Jean-François Lalonde
  • Claude Demers
  • Marc Hébert

Indoor HDR Lighting Capture and Visualization

Computer Vision Machine Learning

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