Topograph: An efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation

Laurin Lux, Alexander H. Berger, Alexander Weers +4

Topological correctness plays a critical role in many image segmentation tasks, yet most networks are trained using pixel-wise loss functions, such as Dice, neglecting topological…