Search Results for author: Katia Jodogne-Del Litto

Found 2 papers, 2 papers with code

CenterDisks: Real-time instance segmentation with disk covering

1 code implementation5 Mar 2024 Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau

In the learning phase, we consider the radius as proportional to a standard deviation in order to compute the error to propagate on a set of two-dimensional Gaussian functions rather than disks.

Real-time Instance Segmentation Semantic Segmentation

Real-time instance segmentation with polygons using an Intersection-over-Union loss

1 code implementation9 May 2023 Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau

In this paper, we improve over CenterPoly by enhancing the classical regression L1 loss with a novel region-based loss and a novel order loss, as well as with a new training process for the vertices prediction head.

Real-time Instance Segmentation regression +1

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