Defu Zhang

Two Deep Learning Networks for Rail Surface Defect Inspection of Limited Samples With Line-Level Label

Defu Zhang, Kechen Song, Qi Wang et al. · IEEE Transactions on Industrial Informatics · 2020 · 89 citations

Convolutional Neural Network, Engineering, Machine Learning +18

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

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

Application Of Neural Networks In Financial Data Mining

Defu Zhang, Qingshan Jiang, Xin Li · Zenodo (CERN European Organization for Nuclear Research) · 2007 · 49 citations · Full text

An image-level weakly supervised segmentation method for No-service rail surface defect with size prior

Defu Zhang, Kechen Song, Jing Xu et al. · Mechanical Systems and Signal Processing · 2021 · 47 citations

Machine Vision, Machine Learning, Image Analysis +9