Junping Zhong

A CNN-Based Defect Inspection Method for Catenary Split Pins in High-Speed Railway

Junping Zhong, Zhigang Liu, Zhiwei Han et al. · IEEE Transactions on Instrumentation and Measurement · 2018 · 153 citations

Convolutional Neural Network, Engineering, Machine Learning +17

A Generic Anomaly Detection of Catenary Support Components Based on Generative Adversarial Networks

Yang Lyu, Zhiwei Han, Junping Zhong et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 71 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +21

Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways

Junping Zhong, Zhigang Liu, Cheng Yang et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 64 citations

Convolutional Neural Network, Adversarial Reconstruction, Engineering +20

A High-Precision Positioning Approach for Catenary Support Components With Multiscale Difference

Zhigang Liu, Kai Liu, Junping Zhong et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 54 citations

Convolutional Neural Network, Engineering, Feature Detection +25

A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization

Junping Zhong, Zhigang Liu, Hongrui Wang et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 39 citations

Convolutional Neural Network, Engineering, Machine Learning +20