A Dual-State-Based Surface Anomaly Detection Model for Rail Transit Trains Using Vision-Language Model. - Kaiyan Lei; Zhiquan Qi (IEEE Trans. Instrum. Meas., 2025)

Improving Surface Defect Detection for Trains Based on Visual-Language Knowledge Guidance on Tiny Datasets. - Kaiyan Lei; Zhiquan Qi; Jin Song (IEEE Trans. Intell. Transp. Syst., 2025)