Crevasse detection in ice sheets using ground penetrating radar and machine learning

Ice Sheets ◽

Autonomous robotic ground penetrating radar surveys of ice sheets; Using machine learning to identify hidden crevasses

2012 IEEE International Conference on Imaging Systems and Techniques Proceedings ◽

10.1109/ist.2012.6295593 ◽

2012 ◽

Cited By ~ 7

Author(s):

Rebecca M. Williams ◽

Laura E. Ray ◽

James H. Lever

Keyword(s):

Machine Learning ◽

Ice Sheets ◽

Machine learning based automatic target recognition algorithm applicable to ground penetrating radar data

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

10.1117/12.2517195 ◽

2019 ◽

Author(s):

Canicious Abeynayake ◽

Vidar Son ◽

MdHedayetul Shovon ◽

Hiroshi Yokohama

Keyword(s):

Machine Learning ◽

Target Recognition ◽

Radar Data ◽

Automatic Target Recognition ◽

Recognition Algorithm ◽

A Machine Learning Scheme for Estimating the Diameter of Reinforcing Bars Using Ground Penetrating Radar

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2020.2977505 ◽

2020 ◽

pp. 1-5 ◽

Cited By ~ 2

Author(s):

Iraklis Giannakis ◽

Antonios Giannopoulos ◽

Craig Warren

Keyword(s):

Machine Learning ◽

Reinforcing Bars ◽

Learning Scheme ◽

Detection of debondings with Ground Penetrating Radar using a machine learning method

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

10.1109/iwagpr.2017.7996056 ◽

2017 ◽

Cited By ~ 4

Author(s):

Shreedhar Savant Todkar ◽

Cedric Le Bastard ◽

Amine Ihamouten ◽

Vincent Baltazart ◽

Xavier Derobert ◽

...

Keyword(s):

Machine Learning ◽

Machine Learning Method ◽

Learning Method ◽

An Application Example of Machine Learning to Shallow Subsurface Exploration using Ground Penetrating Radar

Journal of the Japanese Association for Petroleum Technology ◽

10.3720/japt.83.156 ◽

2018 ◽

Vol 83 (2) ◽

pp. 156-161

Author(s):

Yoshihiro Yamashita

Keyword(s):

Machine Learning ◽

Shallow Subsurface ◽

Subsurface Exploration ◽

Machine learning methods applied in detection of buried targets for ground penetrating radar

IET International Radar Conference (IET IRC 2020) ◽

10.1049/icp.2021.0631 ◽

2021 ◽

Author(s):

X. Luo ◽

X. Bai ◽

S. Guo ◽

L. Wang ◽

H. Mi ◽

...

Keyword(s):

Machine Learning ◽

Learning Methods ◽

Machine Learning Methods ◽

A Machine Learning Approach For Simulating Ground Penetrating Radar

2018 17th International Conference on Ground Penetrating Radar (GPR) ◽

10.1109/icgpr.2018.8441558 ◽

2018 ◽

Cited By ~ 4

Author(s):

Iraklis Giannakis ◽

Antonios Giannopoulos ◽

Craig Warren

Keyword(s):

Machine Learning ◽

Learning Approach ◽

Machine Learning Approach ◽

Prediction of Size of Buried Objects using Ground Penetrating Radar and Machine Learning Techniques

2020 International Conference on Computational Performance Evaluation (ComPE) ◽

10.1109/compe49325.2020.9200094 ◽

2020 ◽

Author(s):

Nairit Barkataki ◽

Sharmistha Mazumdar ◽

Rajdeep Talukdar ◽

Priyanka Chakraborty ◽

Banty Tiru ◽

...

Keyword(s):

Machine Learning ◽

Machine Learning Techniques ◽

Buried Objects ◽

Learning Techniques ◽

Wavelet Scattering Network-Based Machine Learning for Ground Penetrating Radar Imaging: Application in Pipeline Identification

Prime Archives in Remote Sensing ◽

10.37247/paremsen.1.2021.4 ◽

2021 ◽

Author(s):

Yang Jin ◽

Yunling Duan

Keyword(s):

Machine Learning ◽

Radar Imaging ◽

Imaging Application ◽