Seventh Global Intelligent Industry Conference (GIIC 2024) 2024
DOI: 10.1117/12.3032281
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Anomaly detection of EMU trains based on line-scan image registration

Lei Fang,
Zelin Shi,
Chuanmin Xiao
et al.

Abstract: Anomaly detection based on template image registration is one of the methods used to detect anomalies of objects with similar structures. However, the imaging device of the Electronic Multiple Units (EMU) train is a line-scan camera, and the geometric transformation law between its image and the area-scan image is different. The conventional image registration method of the area-scan image cannot accurately align the line-scan image. Moreover, the line-scan image of the EMU train collected in uncontrollable en… Show more

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