Ismail Hakki Kinalioglu

Risk-Calibrated Few-Shot Industrial Anomaly Detection with Human-in-the-Loop Inspection

Automated visual quality inspection often operates with few normal referenceimages but still requires an explicit policy for asymmetric operational errors. This paperpresents Risk-Calibrated Few-Shot Industrial Anomaly Detection Plus (RC-FS-IAD+), afew-normal-support, labeled-calibration-assisted framework that maps an...