2 papers
cs.CV2026
Physics-inspired Pseudo Anomaly Generation and Prototype Feature Guidance for 3D Anomaly Detection
Jian Ning, Qin Zou, Linchun Wu +4
3D point cloud anomaly detection plays a vital role in industrial manufacturing, yet it faces significant challenges due to the scarcity and high acquisition cost of real anomalous…
cs.CV2025
Double Helix Diffusion for Cross-Domain Anomaly Image Generation
Linchun Wu, Qin Zou, Xianbiao Qi +3
Visual anomaly inspection is critical in manufacturing, yet hampered by the scarcity of real anomaly samples for training robust detectors. Synthetic data generation presents a via…