Jianwei Liu

Detection for Rail Surface Defects via Partitioned Edge Feature

Xuefeng Ni, Hongli Liu, Ziji Ma et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 101 citations

Engineering, Feature Detection, Computer-aided Design +18

Attention Network for Rail Surface Defect Detection via Consistency of Intersection-over-Union(IoU)-Guided Center-Point Estimation

Xuefeng Ni, Ziji Ma, Jianwei Liu et al. · IEEE Transactions on Industrial Informatics · 2021 · 96 citations

Cascade Learning Embedded Vision Inspection of Rail Fastener by Using a Fault Detection IoT Vehicle

Jianwei Liu, Hongli Liu, Chinmay Chakraborty et al. · IEEE Internet of Things Journal · 2021 · 39 citations

A Fastener Inspection Method Based on Defective Sample Generation and Deep Convolutional Neural Network

Jianwei Liu, Yun Teng, Xuefeng Ni et al. · IEEE Sensors Journal · 2021 · 36 citations

Defective Vs, Data Augmentation, Convolutional Neural Network +15

Four Discriminator Cycle-Consistent Adversarial Network for Improving Railway Defective Fastener Inspection

Jianwei Liu, Ziji Ma, Yuan Qiu et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 35 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +16