The Line Scan Camera Calibration Based on Space Rings Group. - Menghui Niu; Kechen Song; Xin Wen; Defu Zhang; Yunhui Yan (IEEE Access, 2018)

Unsupervised Saliency Detection of Rail Surface Defects Using Stereoscopic Images. - Menghui Niu; Kechen Song; Liming Huang; Qi Wang 054; Yunhui Yan; Qinggang Meng (IEEE Trans. Ind. Informatics, 2021)

An Adaptive Pyramid Graph and Variation Residual-Based Anomaly Detection Network for Rail Surface Defects. - Menghui Niu; Yanyan Wang; Kechen Song; Qi Wang 054; Yongjie Zhao; Yunhui Yan (IEEE Trans. Instrum. Meas., 2021)

MCnet: Multiple Context Information Segmentation Network of No-Service Rail Surface Defects. - Defu Zhang; Kechen Song; Jing Xu 016; Yu He; Menghui Niu; Yunhui Yan (IEEE Trans. Instrum. Meas., 2021)

Multi-Graph Fusion and Learning for RGBT Image Saliency Detection. - Liming Huang; Kechen Song; Jie Wang 095; Menghui Niu; Yunhui Yan (IEEE Trans. Circuits Syst. Video Technol., 2022)

Shape-Consistent One-Shot Unsupervised Domain Adaptation for Rail Surface Defect Segmentation. - Shuai Ma; Kechen Song; Menghui Niu; Hongkun Tian; Yanyan Wang; Yunhui Yan (IEEE Trans. Ind. Informatics, 2023)

Normal-Knowledge-Based Pavement Defect Segmentation Using Relevance-Aware and Cross-Reasoning Mechanisms. - Yanyan Wang; Menghui Niu; Kechen Song; Peng Jiang; Yunhui Yan (IEEE Trans. Intell. Transp. Syst., 2023)

Feature-based domain disentanglement and randomization: A generalized framework for rail surface defect segmentation in unseen scenarios. - Shuai Ma; Kechen Song; Menghui Niu; Hongkun Tian; Yanyan Wang; Yunhui Yan (Adv. Eng. Informatics, 2024)

Cross-scale fusion and domain adversarial network for generalizable rail surface defect segmentation on unseen datasets. - Shuai Ma; Kechen Song; Menghui Niu; Hongkun Tian; Yunhui Yan (J. Intell. Manuf., 2024)

A Binocular Color Line-Scanning Stereo Vision System for Heavy Rail Surface Detection and Correction Method of Motion Distortion. - Chao Wang; Weixi Luo; Menghui Niu; Jiqiang Li; Kechen Song (J. Imaging, 2024)