| Roller bearing degradation assessment based on a deep MLP convolution neural network considering outlier regions D Zhang, E Stewart, J Ye, M Entezami, C Roberts IEEE Transactions on Instrumentation and Measurement 69 (6), 2996-3004, 2019 | 50 | 2019 |
| Use of a 3D model to improve the performance of laser-based railway track inspection J Ye, E Stewart, C Roberts Proceedings of the Institution of Mechanical Engineers, Part F: Journal of …, 2019 | 46 | 2019 |
| Integration of multiple sensors for noncontact rail profile measurement and inspection J Ye, E Stewart, D Zhang, Q Chen, K Thangaraj, C Roberts IEEE Transactions on Instrumentation and Measurement 70, 1-12, 2021 | 18 | 2021 |
| Method for automatic railway track surface defect classification and evaluation using a laser‐based 3D model J Ye, E Stewart, D Zhang, Q Chen, C Roberts IET Image Processing 14 (12), 2701-2710, 2020 | 13 | 2020 |
| Improved fault diagnosis of railway switch system using energy-based thresholding wavelets (EBTW) and neural networks Q Chen, G Nicholson, C Roberts, J Ye, Y Zhao IEEE Transactions on Instrumentation and Measurement 70, 1-12, 2020 | 12 | 2020 |
| Fault diagnosis using Discrete Wavelet Transform (DWT) and Artificial Neural Network (ANN) for a railway switch Q Chen, G Nicholson, J Ye, C Roberts 2020 Prognostics and Health Management Conference (PHM-Besançon), 67-71, 2020 | 10 | 2020 |
| A vision-based method for line-side switch rail condition monitoring and inspection J Ye, E Stewart, Q Chen, L Chen, C Roberts Proceedings of the Institution of Mechanical Engineers, Part F: Journal of …, 2022 | 5 | 2022 |
| Deep Learning and Laser-based 3D Pixel-level Rail Surface Defect Detection Method J Ye, E Stewart, Q Chen, C Roberts, AM Hajiyavand, Y Lei IEEE Transactions on Instrumentation and Measurement, 2023 | 4 | 2023 |
| An improved VMD method for use with acoustic impact response signals to detect corrosion at the underside of railway tracks J Yang, E Stewart, J Ye, M Entezami, C Roberts Applied Sciences 13 (2), 942, 2023 | 3 | 2023 |
| Estimating residual life distributions of complex operational systems using a remaining maintenance free operating period (RMFOP)-based methodology Q Chen, G Nicholson, J Ye, Y Zhao, C Roberts Sensors 20 (19), 5504, 2020 | 2 | 2020 |
| Next-Generation railway inspection approaches based on a combination of multiple sensing technologies J Ye University of Birmingham, 2024 | | 2024 |
Clive RobertsUniversity of BirminghamVerified email at bham.ac.uk
