Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation

Research article (Automation in Construction, 2021) · cited 180× · AI/ML
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Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation

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Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation. Retrieved May 24, 2026, from https://4ort.xyz/entity/automatic-recognition-of-tunnel-lining-elements-from-gpr-images-using-deep-convolutional-networks-with-data-augmentation
MLA “Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/automatic-recognition-of-tunnel-lining-elements-from-gpr-images-using-deep-convolutional-networks-with-data-augmentation.
BibTeX @misc{4ortxyz_automatic-recognition-of-tunnel-lining-elements-from-gpr-images-using-deep-convolutional-networks-with-data-augmentation_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation}}, year = {2026}, url = {https://4ort.xyz/entity/automatic-recognition-of-tunnel-lining-elements-from-gpr-images-using-deep-convolutional-networks-with-data-augmentation}, note = {Accessed: 2026-05-24}}
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