GPR B-Scan Image Denoising via Multi-Scale Convolutional Autoencoder with Data Augmentation

GPR B-Scan Image Denoising via Multi-Scale Convolutional Autoencoder with Data Augmentation

Ground-penetrating radar (GPR), as a non-invasive instrument, has been widely used in civil engineering. In GPR B-scan images, there may exist random noise due to the influence of the environment and equipment hardware, which complicates the interpretability of the useful information. Many methods h...

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Bibliographic Details
Main Authors: Jiabin Luo, Wentai Lei, Feifei Hou, Chenghao Wang, Qiang Ren, Shuo Zhang, Shiguang Luo, Yiwei Wang, Long Xu
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Electronics
Subjects:
ground-penetrating radar (GPR)
image denoising
convolutional autoencoder
generative adversarial network
data augmentation
Online Access:https://www.mdpi.com/2079-9292/10/11/1269

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https://www.mdpi.com/2079-9292/10/11/1269

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