2 papers
cs.CV2024
CenterDisks: Real-time instance segmentation with disk covering
Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau
Increasing the accuracy of instance segmentation methods is often done at the expense of speed. Using coarser representations, we can reduce the number of parameters and thus obtai…
cs.CV2023
Real-time instance segmentation with polygons using an Intersection-over-Union loss
Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau
Predicting a binary mask for an object is more accurate but also more computationally expensive than a bounding box. Polygonal masks as developed in CenterPoly can be a good compro…