Concepedia

Defects identification and location of underground space for ground penetrating radar based on deep learning

Haobang Hu, Hongyuan Fang, Niannian Wang, Duo Ma, Jiaxiu Dong, Bin Li, Danyang Di, Hongbiao Zheng, Jiang Wu

Tunnelling and Underground Space Technology · 2023 · 53 citations · 20 references

Concepts

Natural SciencesComputer ScienceGeophysicsMachine LearningDeep LearningEngineering GeophysicsGround-penetrating RadarSinkhole DetectionTunnelingVoid DetectionBuried Object DetectionConvolutional Neural Networks For InspectionDeep Learning DetectionDeep Learning For InspectionGround Penetrating Radar ImagingGround Penetration Radar MonitoringGround-penetrating Radar Processing

References

20

Generative adversarial networks

Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. · Communications of the ACM · 2020 · 13.6K citations · Full text

Computing, Computer Science, Computer Graphics +10

Improved Training of Wasserstein GANs

Ishaan Gulrajani, Faruk Ahmed, Martín Arjovsky et al. · arXiv (Cornell University) · 2017 · 1.5K citations · Full text

Computing, Computer Science, Computer Vision +10

An overview of ground-penetrating radar signal processing techniques for road inspections

Andrea Benedetto, Fabio Tosti, Luca Bianchini Ciampoli et al. · Signal Processing · 2016 · 349 citations · Full text

Natural Sciences, Civil Engineering, Geophysics +14

Automatic hyperbola detection and fitting in GPR B-scan image

Wentai Lei, Feifei Hou, Jingchun Xi et al. · Automation in Construction · 2019 · 184 citations

Arts, Computer Science, Digital Imaging +5

An algorithm for automatic localization and detection of rebars from GPR data of concrete bridge decks

Nenad Gucunski, Trung Duong · Automation in Construction · 2018 · 175 citations

Engineering, Civil Engineering, Bridge Engineering +13