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Concrete crack segmentation in field imagery remains challenging because cracks are thin, elongated, low-contrast, and easily confused with stains, shadows, and heterogeneous textures. Existing lightw...
Crack segmentation
Topology-aware segmentation
Direction-guided context aggregation
Thin-structure modeling
Lightweight architecture
Concrete surface inspection
