A differentiable Max-Min reachability loss redirects segmentation gradients to connectivity bottleneck pixels, improving topological correctness across nine architectures and six datasets.
Universal vessel segmentation for multi- modality retinal images,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Widest-Path Reachability Fields for Connectivity-Preserving Slender Structure Segmentation
A differentiable Max-Min reachability loss redirects segmentation gradients to connectivity bottleneck pixels, improving topological correctness across nine architectures and six datasets.