John Paden

Orcid: 0000-0003-0775-6284

Affiliations:
  • Kansas University, USA


According to our database1, John Paden authored at least 59 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
Skip-WaveNet: A Wavelet based Multi-scale Architecture to Trace Firn Layers in Radar Echograms.
CoRR, 2023

High-Altitude Measurements of Snow Thickness Using Ultra-Wideband Microwave Radar.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Decompression-Based Receiver Design for Radar Ice Sounding Applications.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

UWB UHF Dual-Polarization Ice-Penetrating Radar: Development and Antarctic Field Test.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

ECHOVIT: Vision Transformers Using Fast-And-Slow Time Embeddings.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Nonparametric Array Manifold Calibration for Ice Sheet Tomography.
IEEE Trans. Geosci. Remote. Sens., 2022

High-Resolution Snow Depth on Arctic Sea Ice From Low-Altitude Airborne Microwave Radar Data.
IEEE Trans. Geosci. Remote. Sens., 2022

Development of a MIMO VHF Radar for the Search of the Oldest Ice in Antarctica.
IEEE Geosci. Remote. Sens. Lett., 2022

Learning Snow Layer Thickness Through Physics Defined Labels.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Array Manifold Prediction for Airborne, Ice-Penetrating SAR Sounders.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Airborne Snow Radar Data Simulation With Deep Learning and Physics-Driven Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Deep Learning on Airborne Radar Echograms for Tracing Snow Accumulation Layers of the Greenland Ice Sheet.
Remote. Sens., 2021

Regression Networks for Calculating Englacial Layer Thickness.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Nonparametric Array Manifold Calibration for Ice Sheet Sar Tomography.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Comparison of Coincident Forest Canopy Measurements from Airborne Lidar and Ultra- Wideband Microwave Radar.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Deep Tiered Image Segmentation for Detecting Internal ICE Layers in Radar Imagery.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020
An Improved UWB Microwave Radar for Very Long-Range Measurements of Snow Cover.
IEEE Trans. Instrum. Meas., 2020

A Mobile, Multichannel, UWB Radar for Potential Ice Core Drill Site Identification in East Antarctica: Development and First Results.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Deep Tiered Image Segmentation forDetecting Internal Ice Layers in Radar Imagery.
CoRR, 2020

Multi-Scale and Temporal Transfer Learning for Automatic Tracking of Internal Ice Layers.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Radar Sensor Simulation with Generative Adversarial Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Snow Radar Layer Tracking Using Iterative Neural Network Approach.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Array Manifold Calibration for Multichannel Radar ICE Sounders.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Multipass SAR Processing for Radar Depth Sounder Clutter Suppression, Tomographic Processing, and Displacement Measurements.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Snow Grain Size Estimates from Airborne Ka-Band Radar Measurements.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Ice Layer Tracking and Thickness Estimation using Fully Convolutional Networks.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Automated Ice-Bottom Tracking of 2D and 3D Ice Radar Imagery Using Viterbi and TRW-S.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

AI Radar Sensor: Creating Radar Depth Sounder Images Based on Generative Adversarial Network.
Sensors, 2019

A Compact Multi-Channel Radar for >1Ma Old Ice Core Site Identification in East Antarctica.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Airborne Snow Measurements Over Alaska Mountains and Glaciers With A Compact FMCW Radar.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Smart Tracking of Internal Layers of Ice in Radar Data via Multi-Scale Learning.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Multi-task Spatiotemporal Neural Networks for Structured Surface Reconstruction.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Deep Hybrid Wavelet Network for Ice Boundary Detection in Radra Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Automated Tracking of 2D and 3D Ice Radar Imagery Using Viterbi and TRW-S.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Radar Sounder Platforms and Sensors at CRESIS.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Automatic Ice Surface and Bottom Boundaries Estimation in Radar Imagery Based on Level-Set Approach.
IEEE Trans. Geosci. Remote. Sens., 2017

Corrections to "Fine-Resolution Radar Altimeter Measurements on Land and Sea Ice".
IEEE Trans. Geosci. Remote. Sens., 2017

Automatic Ice thickness estimation in radar imagery based on charged particles concept.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Radar ECHO sounding of russell glacier at 35 MHz using compact radar systems on small unmanned aerial vehicles.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

DEM extraction of the basal topography of the Canadian archipelago ICE caps via 2D automated layer-tracker.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Automatic estimation of ice bottom surfaces from radar imagery.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Multichannel Wideband Synthetic Aperture Radar for Ice Sheet Remote Sensing: Development and the First Deployment in Antarctica.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Firn Stratigraphic Genesis in Early Spring: Evidence From Airborne Radar.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Open Polar Server (OPS) - An Open Source Infrastructure for the Cryosphere Community.
ISPRS Int. J. Geo Inf., 2016

Multi-channel ultra-wideband radar sounder and imager.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Fine-Resolution Radar Altimeter Measurements on Land and Sea Ice.
IEEE Trans. Geosci. Remote. Sens., 2015

Ultra-wideband radars for measurements over ICE and SNOW.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

The use of snow radar in West Antarctic ice sheet annual snow accumulation study.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Advanced Multifrequency Radar Instrumentation for Polar Research.
IEEE Trans. Geosci. Remote. Sens., 2014

Wideband imaging radar for cryospheric remote sensing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
High-Altitude Radar Measurements of Ice Thickness Over the Antarctic and Greenland Ice Sheets as a Part of Operation IceBridge.
IEEE Trans. Geosci. Remote. Sens., 2013

A semi-automatic approach for estimating near surface internal layers from snow radar imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
A Modified Wideband Dipole Antenna for an Airborne VHF Ice-Penetrating Radar.
IEEE Trans. Instrum. Meas., 2012

Layer-finding in radar echograms using probabilistic graphical models.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Compressive sensing analysis of Synthetic Aperture Radar raw data.
Proceedings of IEEE International Conference on Communications, 2012

2010
Beamwidth analysis for SAR processing of airborne depth-sounder data over ice sheets.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

3D imaging of ice sheets.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2005
Wideband measurements of ice sheet attenuation and basal scattering.
IEEE Geosci. Remote. Sens. Lett., 2005

2004
Multiband multistatic synthetic aperture radar for measuring ice sheet basal conditions.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004


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