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📄 ResearchJuly 8, 2026

Widest-Path Reachability Fields for Connectivity-Preserving Slender Structure Segmentation

Segmenting slender curvilinear structures such as retinal vessels, cracks, and roads demands topological correctness, as even a single-pixel discontinuity can fragment a continuous network and invalidate downstream analysis. Under standard binary-mask supervision, models optimized for pixel-level ov...

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Source

http://arxiv.org/abs/2607.07123v1