CLoss is based on a critical pixel mask, which considers the whole context of topological errors

CONCLUSION In this work, we propose the novel topology-preserving loss function CLoss

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cs.CV · 2025-06-10 · conditional · novelty 6.0

A context-aware critical pixel mask loss improves topology preservation and gap closing for 2D and 3D segmentation.

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ContextLoss: Context Information for Topology-Preserving Segmentation cs.CV · 2025-06-10 · conditional · none · ref 7
A context-aware critical pixel mask loss improves topology preservation and gap closing for 2D and 3D segmentation.