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- Two-gate threshold: Otsu >= 60 uses Otsu; 40-59 uses fixed 100 (catches strong scratches on borderline images) - Remove morphological OPEN after component filtering: it was eroding thin scratch lines that were correctly detected - Lower Otsu gate from 60 to 40 to avoid false-negating borderline images