Topology-Preserving Deep Image Segmentation

Xiaoling Hu, Li Fuxin, Dimitris Samaras +1

Segmentation algorithms are prone to make topological errors on fine-scale structures, e.g., broken connections. We propose a novel method that learns to segment with correct topol…