Research graph
References from DEVELOPMENT OF A NEURAL NETWORK-BASED ALGORITHM FOR DETECTING HYPERBOLAS IN GROUND-PENETRATING RADAR DATA. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
External reference
GPR-former: detection and parametric reconstruction of hyperbolas in gpr b-scan images with transformers
2024 · External reference
Estimation of Water Content in a Temperate Glacier from Radar and Seismic Soundings Data [in Russian]
2003 · External reference
Comparison and verification of enthalpy schemes for polythermal glaciers and ice sheets with a onedimensional model
10.1016/j.polar.2015.04.001 · 2015 · External reference
Review of the application of big data and artificial intelligence in geology
10.1088/1742-6596/1684/1/012007 · 2020 · External reference
Unresolved reference
External reference
Automatic hyperbola detection and apex extraction using convolutional neural network on GPR data
10.1088/1742-6596/2243/1/012027 · 2022 · External reference
Real-time hyperbola recognition and fitting in GPR data
10.1109/tgrs.2016.2592679 · 2017 · External reference
GPR-Former: detection and parametric reconstruction of hyperbolas in GPR B-Scan images with transformers
2024 · External reference
An overview of machine learning and deep learning applications in Earth sciences in 2024: achievements and perspectives
10.3103/s0027134924702217 · 2024 · External reference
Seismic Diffraction: Where’s the Value?
2012 · External reference
PyWavelets: A Python package for wavelet analysis
10.21105/joss.01237 · 2019 · External reference
Automatic hyperbola detection and fitting in GPR B-scan image
10.1016/j.autcon.2019.102839 · 2019 · External reference
Underground cylindrical objects detection and diameter identification in GPR B-scans via the CNN-LSTM framework
10.3390/electronics9111804 · 2020 · External reference
Deep learning-based nondestructive evaluation of reinforcement bars using ground-penetrating radar and electromagnetic induction data
10.1111/mice.12798 · 2022 · External reference
10.1109/cisp.2010.5646818
10.1109/cisp.2010.5646818 · External reference
Hyperbolic attention-driven deep networks for enhanced GPR imaging of underground pipelines
2024 · External reference
Unresolved reference
External reference
Multi-domain diffraction identification: A supervised deep learning technique for seismic diffraction classification
2021 · External reference
Using pattern recognition to automatically localize reflection hyperbolas in data from ground penetrating radar
10.1016/j.cageo.2013.04.012 · 2013 · External reference
Estimating Water Content in Glaciers from Hyperbolic Reflections [in Russian]
2000 · External reference
Automated detection of reflection hyperbolas in complex gpr images with no a priori knowledge on the medium
2015 · External reference
High resolution hydrothermal structure of Hansbreen, Spitsbergen mapped by ground penetrating radar
10.3189/s0022143000001386 · 1999 · External reference
Seismic facies analysis: a deep domain adaptation approach
10.1109/tgrs.2022.3151883 · 2022 · External reference
10.1109/icecta.2017.8252064
10.1109/icecta.2017.8252064 · External reference
Autonomous localization of hyperbola in ground penetrating radar using vision transformer
2023 · External reference
Unresolved reference
External reference
A new methodology for the detection and extraction of hyperbolas in GPR images
2021 · External reference
Coherent wavefield subtraction for diffraction separation
10.1190/geo2018-0368.1 · 2019 · External reference
Analysis of GPR hyperbola targets using image processing techniques
2021 · External reference
A survey on Image Data Augmentation for Deep Learning
10.1186/s40537-019-0197-0 · 2019 · External reference
Interpretation of Ground Penetrating Radar Data [in Russian]
2023 · External reference
Using ground penetrating radar for permafrost monitoring from 2015–2017 at CALM sites in the Pechora river delta
10.3390/rs13163271 · 2021 · External reference
Unresolved reference
External reference
Ground Penetrating Radar. From Physical Foundations to Promising Directions
2017 · External reference
Seismic inversion based on 2D-CNNs and domain adaption
2022 · External reference
Hyperbola detection with RetinaNet and comparison of hyperbola fitting methods in GPR data from an archaeological site
10.3390/rs14153665 · 2022 · External reference
Seismic resolution enhancement using physics-assisted seismic deconvolution network and domain adaptation
10.1190/geo2024-0065.1 · 2025 · External reference
Unresolved reference
1987 · External reference
A novel method of hyperbola recognition in ground penetrating radar (GPR) B-scan image for tree roots detection
10.3390/f12081019 · 2021 · External reference
ROIbinarized hyperbolic region segmentation and characterization by using deep residual convolutional neural network with skip connection for GPR imaging
10.3390/app14114689 · 2024 · External reference
A modular method for GPR hyperbolic feature detection and quantitative parameter inversion of underground pipelines
10.3390/rs15082114 · 2023 · External reference
Automatic hyperbola detection and fitting in GPR B-scan image
10.1016/j.autcon.2019.102839 · ExternalCitation · doi-reference
Using pattern recognition to automatically localize reflection hyperbolas in data from ground penetrating radar
10.1016/j.cageo.2013.04.012 · ExternalCitation · doi-reference
Comparison and verification of enthalpy schemes for polythermal glaciers and ice sheets with a onedimensional model
10.1016/j.polar.2015.04.001 · ExternalCitation · doi-reference
Review of the application of big data and artificial intelligence in geology
10.1088/1742-6596/1684/1/012007 · ExternalCitation · doi-reference
Automatic hyperbola detection and apex extraction using convolutional neural network on GPR data
10.1088/1742-6596/2243/1/012027 · ExternalCitation · doi-reference
10.1109/cisp.2010.5646818
10.1109/cisp.2010.5646818 · ExternalCitation · doi-reference
10.1109/icecta.2017.8252064
10.1109/icecta.2017.8252064 · ExternalCitation · doi-reference
Real-time hyperbola recognition and fitting in GPR data
10.1109/tgrs.2016.2592679 · ExternalCitation · doi-reference
Seismic facies analysis: a deep domain adaptation approach
10.1109/tgrs.2022.3151883 · ExternalCitation · doi-reference
Deep learning-based nondestructive evaluation of reinforcement bars using ground-penetrating radar and electromagnetic induction data
10.1111/mice.12798 · ExternalCitation · doi-reference
A survey on Image Data Augmentation for Deep Learning
10.1186/s40537-019-0197-0 · ExternalCitation · doi-reference
Coherent wavefield subtraction for diffraction separation
10.1190/geo2018-0368.1 · ExternalCitation · doi-reference
Seismic resolution enhancement using physics-assisted seismic deconvolution network and domain adaptation
10.1190/geo2024-0065.1 · ExternalCitation · doi-reference
PyWavelets: A Python package for wavelet analysis
10.21105/joss.01237 · ExternalCitation · doi-reference
An overview of machine learning and deep learning applications in Earth sciences in 2024: achievements and perspectives
10.3103/s0027134924702217 · ExternalCitation · doi-reference
High resolution hydrothermal structure of Hansbreen, Spitsbergen mapped by ground penetrating radar
10.3189/s0022143000001386 · ExternalCitation · doi-reference
ROIbinarized hyperbolic region segmentation and characterization by using deep residual convolutional neural network with skip connection for GPR imaging
10.3390/app14114689 · ExternalCitation · doi-reference
Underground cylindrical objects detection and diameter identification in GPR B-scans via the CNN-LSTM framework
10.3390/electronics9111804 · ExternalCitation · doi-reference
A novel method of hyperbola recognition in ground penetrating radar (GPR) B-scan image for tree roots detection
10.3390/f12081019 · ExternalCitation · doi-reference
Using ground penetrating radar for permafrost monitoring from 2015–2017 at CALM sites in the Pechora river delta
10.3390/rs13163271 · ExternalCitation · doi-reference
Hyperbola detection with RetinaNet and comparison of hyperbola fitting methods in GPR data from an archaeological site
10.3390/rs14153665 · ExternalCitation · doi-reference
A modular method for GPR hyperbolic feature detection and quantitative parameter inversion of underground pipelines
10.3390/rs15082114 · ExternalCitation · doi-reference
