Automated Detection of Embankment Piping and Leakage Hazards Using UAV Visible Light Imagery: A Frequency-Enhanced Deep Learning Approach for Flood Risk Prevention

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書目詳細資料
發表在:	Remote Sensing vol. 17, no. 21 (2025), p. 3602-3638
主要作者:	Liu, Jian
其他作者:	Wang, Zhonggen, Li, Renzhi, Zhao Ruxin, Zhang Qianlin
出版:	MDPI AG
主題:	Feature extraction Warning systems Datasets Early warning systems Infrastructure Convolution Flood control Edge computing Computer applications Machine learning Efficiency Background noise Remote sensing Fourier transforms Decision making Leakage Computational efficiency Emergency communications systems Risk management Algorithms Embankments Accuracy Flood management Deep learning Inspection Parameter sensitivity Safety Environmental conditions Environmental risk Public safety Monitoring Floating point arithmetic Floods Cost effectiveness Infrared imaging Safety management Unmanned aerial vehicles Frequency domain analysis Computing costs Design Light
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