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A method of railway fastener defect detection based on ResNet-SSD

Missing and broken states of railway fasteners are directly related to driving safety. A deep network image detection method for railway fasteners based on residual network-single shot multibox detector (ResNet-SSD) is proposed to improve detection performance. Firstly, virtual image technology is u...

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Hoofdauteurs: WANG Dengfei, SU Hongsheng, CHEN Dengke, ZHAO Xiaojuan
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Publishing Center of North University of China 2023-01-01
Reeks:Journal of Measurement Science and Instrumentation
Onderwerpen:
railway fastener
virtual image
image recognition
residual network(ResNet)
single shot multibox detector(SSD)
Online toegang:http://jmsi.publish.founderss.cn/thesisDetails#10.62756/jmsi.1674-8042.2023041
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