Menghui Niu

Unsupervised Saliency Detection of Rail Surface Defects using Stereoscopic Images

Menghui Niu, Kechen Song, Liming Huang et al. · IEEE Transactions on Industrial Informatics · 2020 · 144 citations

Engineering, Image Analysis, Pattern Recognition +16

MCnet: Multiple Context Information Segmentation Network of No-Service Rail Surface Defects

Defu Zhang, Kechen Song, Jing Xu et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 89 citations

Artificial Nrsds, Engineering, Machine Learning +16

Multi-Graph Fusion and Learning for RGBT Image Saliency Detection

Liming Huang, Kechen Song, Jie Wang et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2021 · 78 citations

Multi-graph Fusion, Image Classification, Machine Vision +13

Collaborative Learning Attention Network Based on RGB Image and Depth Image for Surface Defect Inspection of No-Service Rail

Jingpeng Wang, Kechen Song, Defu Zhang et al. · IEEE/ASME Transactions on Mechatronics · 2022 · 75 citations

Convolutional Neural Network, Engineering, Machine Learning +16

An Adaptive Pyramid Graph and Variation Residual-Based Anomaly Detection Network for Rail Surface Defects

Menghui Niu, Yanyan Wang, Kechen Song et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 57 citations

Anomaly Detection, Machine Learning, Engineering +16