A differentiable Max-Min reachability loss redirects segmentation gradients to connectivity bottleneck pixels, improving topological correctness across nine architectures and six datasets.
RSF-Conv: Rotation-and-scale equivariant Fourier parameterized convolution for retinal vessel segmentation,
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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.