2 papers
cs.CV2026
PMMA: The Polytechnique Montreal Mobility Aids Dataset
Qingwu Liu, Nicolas Saunier, Guillaume-Alexandre Bilodeau
This study introduces a new object detection dataset of pedestrians using mobility aids, named PMMA. The dataset was collected in an outdoor environment, where volunteers used whee…
cs.CV2025
How good are deep learning methods for automated road safety analysis using video data? An experimental study
Qingwu Liu, Nicolas Saunier, Guillaume-Alexandre Bilodeau
Image-based multi-object detection (MOD) and multi-object tracking (MOT) are advancing at a fast pace. A variety of 2D and 3D MOD and MOT methods have been developed for monocular…