GPR B Scan Image Analysis with Deep Learning Methods

Measurement(2020)

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摘要
•GPR data is analyzed with deep neural network structure.•Proposed CSVM models have higher performance than other deep learning methods.•As seen in comparative results, proposed CSVM models have low computation time in training and testing process.•In testing phase, simulation and real data were evaluated in proposed method.•Machine learning algorithms have no enough performance to analyze GPR data.
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关键词
Buried object detection,Convolutional Neural Network (CNN),Convolutional Support Vector Machine (CSVM),Ground Penetrating Radar B Scan (GPR B Scan)
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