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cs.CV2026
FMS: Unified Flow Matching for Segmentation and Synthesis of Thin Structures
Babak Asadi, Peiyang Wu, Mani Golparvar-Fard +2
Segmenting thin structures like infrastructure cracks and anatomical vessels is a task hampered by topology-sensitive geometry, high annotation costs, and poor generalization acros…
cs.CV2026
CrackSegFlow: Controllable Flow Matching Synthesis for Generalizable Crack Segmentation with a 50K Image-Mask Benchmark
Babak Asadi, Peiyang Wu, Mani Golparvar-Fard +1
Defect segmentation is central to computer vision based inspection of infrastructure assets during both construction and operation. However, deployment remains limited due to scarc…