Monitoring the Condition of Railway Tracks Using a Convolutional Neural Network

Condition monitoring of railway tracks is effective for the sake of an increase in the safety of regional railways. This study proposes a new method for automatically classifying the type and degradation level of track fault using a convolutional neural network (CNN), which is a machine learning met...

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Bibliographic Details
Main Authors: Tsunashima, Hitoshi, Takikawa, Masashi
Format: Book Chapter
Language:English
Published: IntechOpen 2022
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Online Access:https://www.intechopen.com/chapters/80584
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