Transfer and multitask learning using convolutional neural networks for buried wire detection from ground penetrating radar data

Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIV ◽

10.1117/12.2518875 ◽

2019 ◽

Author(s):

Enver Aydin ◽

Seniha Esen Yüksel Erdem

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ground Penetrating Radar ◽

Multitask Learning ◽

Ground Penetrating

Download Full-text

Recognizing subsurface target responses in ground penetrating radar data using convolutional neural networks

10.1117/12.2177747 ◽

2015 ◽

Author(s):

Rayn T. Sakaguchi ◽

Kenneth D. Morton ◽

Leslie M. Collins ◽

Peter A. Torrione

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ground Penetrating Radar ◽

Ground Penetrating

Download Full-text

Convolutional Neural Networks for Water Content Classification and Prediction With Ground Penetrating Radar

IEEE Access ◽

10.1109/access.2019.2960768 ◽

2019 ◽

Vol 7 ◽

pp. 185385-185392 ◽

Author(s):

Jing Zheng ◽

Xingzhi Teng ◽

Jie Liu ◽

Xu Qiao

Keyword(s):

Neural Networks ◽

Water Content ◽

Convolutional Neural Networks ◽

Ground Penetrating Radar ◽

Content Classification ◽

Ground Penetrating

Download Full-text

Application of Convolutional and Recurrent Neural Networks for Buried Threat Detection Using Ground Penetrating Radar Data

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.2978763 ◽

2020 ◽

Vol 58 (10) ◽

pp. 7022-7034

Author(s):

Mahdi Moalla ◽

Hichem Frigui ◽

Andrew Karem ◽

Abdelhamid Bouzid

Keyword(s):

Neural Networks ◽

Ground Penetrating Radar ◽

Recurrent Neural Networks ◽

Threat Detection ◽

Ground Penetrating

Download Full-text

Underground object characterization based on neural networks for ground penetrating radar data

10.1117/12.2219345 ◽

2016 ◽

Author(s):

Yu Zhang ◽

Dryver Huston ◽

Tian Xia

Keyword(s):

Neural Networks ◽

Ground Penetrating Radar ◽

Ground Penetrating

Download Full-text

Inversion of Ground Penetrating Radar Data Based on Neural Networks

Remote Sensing ◽

10.3390/rs10050730 ◽

2018 ◽

Vol 10 (5) ◽

pp. 730 ◽

Author(s):

Tao Liu ◽

Yi Su ◽

Chunlin Huang

Keyword(s):

Neural Networks ◽

Ground Penetrating Radar ◽

Ground Penetrating

Download Full-text

Improving convolutional neural networks for buried target detection in ground penetrating radar using transfer learning via pretraining

10.1117/12.2263112 ◽

2017 ◽

Author(s):

John Bralich ◽

Daniël Reichman ◽

Leslie M. Collins ◽

Jordan M. Malof

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Target Detection ◽

Convolutional Neural Networks ◽

Ground Penetrating Radar ◽

Ground Penetrating

Download Full-text

Some good practices for applying convolutional neural networks to buried threat detection in Ground Penetrating Radar

2017 9th International Workshop on Advanced Ground Penetrating Radar (IWAGPR) ◽

10.1109/iwagpr.2017.7996100 ◽

2017 ◽

Author(s):

Daniel Reichman ◽

Leslie M. Collins ◽

Jordan M. Malof

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ground Penetrating Radar ◽

Threat Detection ◽

Good Practices ◽

Ground Penetrating

Download Full-text

Hyperbola Recognition from Ground Penetrating Radar Using Deep Convolutional Neural Networks

DEStech Transactions on Computer Science and Engineering ◽

10.12783/dtcse/aita2017/15982 ◽

2017 ◽

Author(s):

Zhi-jun LONG ◽

Bang-an XING ◽

Hai LIU ◽

Qing-huo LIU

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ground Penetrating Radar ◽

Deep Convolutional Neural Networks ◽

Ground Penetrating

Download Full-text

Arbitrarily-oriented tunnel lining defects detection from Ground Penetrating Radar images using deep Convolutional Neural networks

Automation in Construction ◽

10.1016/j.autcon.2021.104044 ◽

2022 ◽

Vol 133 ◽

pp. 104044

Author(s):

Jing Wang ◽

Jiaqi Zhang ◽

Anthony G. Cohn ◽

Zhengfang Wang ◽

Hanchi Liu ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ground Penetrating Radar ◽

Tunnel Lining ◽

Deep Convolutional Neural Networks ◽

Radar Images ◽

Ground Penetrating

Download Full-text

Algorithm of the ground penetrating radar data processing to delineate deformable geological structures

MINING INFORMATIONAL AND ANALYTICAL BULLETIN ◽

10.25018/0236-1493-2018-10-0-138-144 ◽

2018 ◽

Vol 10 ◽

pp. 138-144

Author(s):

K.O. Sokolov ◽

Keyword(s):

Data Processing ◽

Ground Penetrating Radar ◽

Geological Structures ◽

Ground Penetrating ◽

Radar Data Processing

Download Full-text