Bin-Han Lv

Task-routed hierarchical patch memories for industrial anomaly detection and localization

Industrial anomaly inspection must detect and localize defects, but patch-memory methods use one feature hierarchy for both outputs. This creates a task-dependent hierarchy conflict: deeper features aid image discrimination, whereas pixel localization requires spatial evidence weakened by resizing and aggregation. We p...