Yang Lyu

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

Detection Approach Based on an Improved Faster RCNN for Brace Sleeve Screws in High-Speed Railways

Zhigang Liu, Yang Lyu, Liyou Wang et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 68 citations

Engineering, Feature Detection, Original Faster Rcnn +17

Deep learning-based visual ensemble method for high-speed railway catenary clevis fracture detection

Ye Han, Zhigang Liu, Yang Lyu et al. · Neurocomputing · 2019 · 55 citations

Image Classification, Image Analysis, Machine Learning +10

Location and fault detection of catenary support components based on deep learning

Zhigang Liu, Junping Zhong, Yang Lyu et al. · 2018 · 34 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +20

Multi-Objective Performance Evaluation of the Detection of Catenary Support Components Using DCNNs

Wenqiang Liu, Zhigang Liu, Alfredo Núñez et al. · IFAC-PapersOnLine · 2018 · 30 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16