Weiming Shen

Irregularity-Aware 3-D Anomaly Detection for Product Quality Control

Point cloud anomaly detection, aimed at detecting subtle geometric deviations, has emerged as a critical task in quality control. While existing methods predominantly employ prototype-based frameworks that quantify anomalies via normal prototypical distances, we identify a fundamental limitation: such approaches neglec...