Infrastructure Inspection Research Institute Academy of Railway Sciences Corporation Limited;
Beijing Key Laboratory of Traffic Data Analysis and Mining Jiaotong University;
Beijing R&D Centre Technologies Co Ltd;
Rail fastener; Defects inspection; Multi railways; Image recognition; Deep convolutional neural network; Machine vision;