Research on Intelligent Recognition Method of Ground Penetrating Radar Images Based on SAHI

Research on Intelligent Recognition Method of Ground Penetrating Radar Images Based on SAHI

Deep learning techniques have flourished in recent years and have shown great potential in ground-penetrating radar (GPR) data interpretation. However, obtaining sufficient training data is a great challenge. This paper proposes an intelligent recognition method based on slicing-aided hyper inferenc...

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Bibliographic Details
Main Authors: Ruimin Chen, Ligang Cao, Congde Lu, Lei Liu
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Applied Sciences
Subjects:
ground-penetrating radar (GPR)
deep convolutional generative adversarial networks (DCGAN)
YOLOv5
slicing-aided hyper inference (SAHI)
object detection
deep learning
Online Access:https://www.mdpi.com/2076-3417/14/18/8470
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