3 papers
cs.CV2026
PostureObjectstitch: Anomaly Image Generation Considering Assembly Relationships in Industrial Scenarios
Zebei Tong, Hongchang Chen, Yujie Lei +7
Image generation technology can synthesize condition-specific images to supplement real-world industrial anomaly data and enhance anomaly detection model performance. Existing gene…
cs.CV2026
CAD 100K: A Comprehensive Multi-Task Dataset for Car Related Visual Anomaly Detection
Jiahua Pang, Ying Li, Dongpu Cao +10
Multi-task visual anomaly detection is critical for car-related manufacturing quality assessment. However, existing methods remain task-specific, hindered by the absence of a unifi…
cs.CV2026
GroundingAnomaly: Spatially-Grounded Diffusion for Few-Shot Anomaly Synthesis
Yishen Liu, Hongcang Chen, Pengcheng Zhao +8
The performance of visual anomaly inspection in industrial quality control is often constrained by the scarcity of real anomalous samples. Consequently, anomaly synthesis technique…