Jean-François Lalonde

Implicit modelling and rendering of automobile interiors

Principal investigators: Clark, James J

Keywords: 3d rendering; automotive interior design; computer graphics; modeling of 3d environments; neural networks; scene re-lighting

Exploitation of artificial intelligence for the extraction of emotional characteristics in works of art for the elaboration of artistic exhibition paths in virtual reality

Principal investigators: Tremblay, Sébastien S

Keywords: ai; augmented reality; cognitive ergonomics; computer vision; emotional response; exhibition design; human agent teaming; museology; recommender system; visual arts

High-mix low-volume 3D object detection and tracking

Principal investigators: Lalonde, Jean-François JF

Keywords: 3d object classification; 3d pose estimation; computer vision; deep learning; real-time tracking

Physics-driven image compositing

Principal investigators: Lalonde, Jean-François JF

Keywords: computer graphics; computer vision; diffusion models; generative models; illumination estimation; image compositing

Quality control and progress monitoring from large-scale 3D point clouds

Principal investigators: Lalonde, Jean-François JF

Keywords: 3d data processing; 3d point clouds; 3d registration; deep learning; denoising; semantic segmentation

Learning to reason from uncalibrated wide angle images

Principal investigators: Lalonde, Jean-François JF

Keywords: computer vision; deep learning; depth estimation; geometric deep learning; graph convolutional neural networks; machine learning; object detection; wide-angle imagery

Understanding the world behind the image

Principal investigators: Lalonde, Jean-François

Keywords: computer vision; artificial intelligence; machine learning; computer graphics; augmented reality; virtual reality

Learning to light and relight images

Principal investigators: Lalonde, Jean-François J-F

Keywords: computer graphics; computer vision; deep learning; high dynamic range; image relighting; lighting capture; lighting estimation; machine learning; neural rendering

Wide-angle vision and sensing using artificial intelligence, machine learning and neural networks -- phase 2

Principal investigators: Lalonde, JeanFrançois

Surface reflectance acquisition for finished materials - phase 2

Principal investigators: Lalonde, JeanFrançois