Unsupervised learning based target localization method for pantograph video. - Rui Sun; Liming Li; Xingjie Chen; Ji Wang 011; Xiao-dong Chai; Shubin Zheng (CIS, 2020)

A Defect Detection Method for Rail Surface and Fasteners Based on Deep Convolutional Neural Network. - Danyang Zheng; Liming Li; Shubin Zheng; Xiao-dong Chai; Shuguang Zhao; Qianqian Tong; Ji Wang 011; Lizheng Guo (Comput. Intell. Neurosci., 2021)

Defect Detection of Pandrol Track Fastener Based on Local Depth Feature Fusion Network. - Zhaomin Lv; Anqi Ma; Xingjie Chen; Shubin Zheng (Complex., 2021)

Pandrol track fastener defect detection based on local convolutional neural networks. - Anqi Ma; Zhaomin Lv; Xingjie Chen; Liming Li; Yijin Qiu; Shubin Zheng; Xiao-dong Chai (J. Syst. Control. Eng., 2021)

A Comprehensive Detection System for Track Geometry Using Fused Vision and Inertia. - Lele Peng; Shubin Zheng; Peixing Li; Yuling Wang; Qianwen Zhong (IEEE Trans. Instrum. Meas., 2021)

2b-sigmoid and 2b-tanh: Low Hardware Complexity Activation Functions for LSTM. - Yuan Zhang; Lele Peng; Lianghua Quan; Shubin Zheng; Qiufeng Feng; Yonggang Zhang 005; Hui Chen 015 (ISOCC, 2022)

Base-2 Softmax Function: Suitability for Training and Efficient Hardware Implementation. - Yuan Zhang; Yonggang Zhang 005; Lele Peng; Lianghua Quan; Shubin Zheng; Zhonghai Lu; Hui Chen 015 (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Loosening Bolts Detection of Bogie Box in Metro Vehicles Based on Deep Learning. - Weiwei Qi; Shubin Zheng; Liming Li; Zhenglong Yang (IEICE Trans. Inf. Syst., 2022)

High-Precision Method and Architecture for Base-2 Softmax Function in DNN Training. - Yuan Zhang; Lele Peng; Lianghua Quan; Yonggang Zhang 005; Shubin Zheng; Hui Chen 015 (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

A novel method based on shifted rank-1 reconstruction for removing EMG artifacts in ECG signals. - Xieqi Chen; Shubin Zheng; Lele Peng; Qianwen Zhong; Liu He (Biomed. Signal Process. Control., 2023)

YOLOv8n-RSDD: A High-Performance Low-Complexity Rail Surface Defect Detection Network. - Zhanao Fang; Liming Li; Lele Peng; Shubin Zheng; Qianwen Zhong; Ting Zhu (IEEE Access, 2024)

A Multi-Modal Approach to Rail Surface Condition Analysis: The MFDF-Net. - Yifei Shen; Qianwen Zhong; Shubin Zheng; Liming Li; Lele Peng (IEEE Access, 2024)