Hua-Ping Guo

High-Frequency Guided Feature Aggregation for Strip Steel Surface Defect Detection

Strip steel surface defect detection (S3D) is a critical task in industrial quality control, and existing detectors often struggle to precisely localize fine defect structures within complex textured backgrounds. High-frequency cues, such as subtle edges and texture patterns, are known to be effective for capturing fin...