Research on the improvement method of imbalance of ground penetrating radar image data

Abstract Ground Penetrating Radar (GPR) has been widely used to detect highway pavement structures. In recent years, deep learning techniques have achieved significant success in image recognition, which is potentially relevant for interpreting ground-penetrating radar data. This is because the vari...

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Bibliographic Details
Main Authors: Ligang Cao, Lei Liu, Congde Lu, Ruimin Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-87123-3
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