Sevgi Zubeyde Gurbuz

Orcid: 0000-0001-7487-9087

Affiliations:
  • University of Alabama, Tuscaloosa, AL, USA


According to our database1, Sevgi Zubeyde Gurbuz authored at least 47 papers between 2009 and 2024.

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

Timeline

Legend:

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Article 
PhD thesis 
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Bibliography

2024
Guest Editorial for the TAES Special Section on Deep Learning for Radar Applications.
IEEE Trans. Aerosp. Electron. Syst., February, 2024

2023
Physics-Aware Generative Adversarial Networks for Radar-Based Human Activity Recognition.
IEEE Trans. Aerosp. Electron. Syst., June, 2023

Radar-Based Human Skeleton Estimation with CNN-LSTM Network Trained with Limited Data.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022
ASL Trigger Recognition in Mixed Activity/Signing Sequences for RF Sensor-Based User Interfaces.
IEEE Trans. Hum. Mach. Syst., 2022

Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition With RF Sensors.
IEEE Trans. Aerosp. Electron. Syst., 2022

Gait Variability Analysis with Multi-Channel FMCW Radar for Fall Risk Assessment.
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

Physics-Aware Machine Learning for Dynamic, Data-Driven Radar Target Recognition.
Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

Continuous Human Activity Recognition and Step-Time Variability Analysis with FMCW Radar.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
Word-Level ASL Recognition and Trigger Sign Detection with RF Sensors.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Motion Classification Using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures.
IEEE Trans. Aerosp. Electron. Syst., 2020

American Sign Language Recognition Using RF Sensing.
CoRR, 2020


ASL Recognition Based on Kinematics Derived from a Multi-Frequency RF Sensor Network.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

2019
DNN Transfer Learning From Diversified Micro-Doppler for Motion Classification.
IEEE Trans. Aerosp. Electron. Syst., 2019

Radar-Based Human-Motion Recognition With Deep Learning: Promising applications for indoor monitoring.
IEEE Signal Process. Mag., 2019

A Prototype Ultra-Wideband FMCW Radar for Snow and Soil-Moisture Measurements.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities.
IEEE Trans. Aerosp. Electron. Syst., 2018

Automatic Data-Driven Frequency-Warped Cepstral Feature Design for Micro-Doppler Classification.
IEEE Trans. Aerosp. Electron. Syst., 2018

A CubeSat Train for Radar Sounding and Imaging of Antarctic Ice Sheet.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Frequency-Warped Cepstral Heatmaps for Deep Learning of Human Motion Signatures.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Feature Diversity for Optimized Human Micro-Doppler Classification Using Multistatic Radar.
IEEE Trans. Aerosp. Electron. Syst., 2017

Deep Neural Network Initialization Methods for Micro-Doppler Classification With Low Training Sample Support.
IEEE Geosci. Remote. Sens. Lett., 2017

2016
Information-Theoretic Feature Selection for Human Micro-Doppler Signature Classification.
IEEE Trans. Geosci. Remote. Sens., 2016

Measuring of displacement with image processing methods by using digital camera and laser pointer.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015
Knowledge Exploitation for Human Micro-Doppler Classification.
IEEE Geosci. Remote. Sens. Lett., 2015

Micro-Doppler-Based Human Activity Classification Using the Mote-Scale BumbleBee Radar.
IEEE Geosci. Remote. Sens. Lett., 2015

Implementation of an Enhanced Target Localization and Identification Algorithm on a Magnetic WSN.
IEICE Trans. Commun., 2015

Data-dependent micro-Doppler feature selection.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Automatic spectral signature extraction for hyperspectral target detection.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Indoor fall detection using a network of seismic sensors.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
Optimal pansharpening of RASAT satellite imagery.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Automatic human activity classification using radar.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Target detection and ranging with the 2.4 GHz MIT Coffee Can radar.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Radar simulation of different human activities via Kinect.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Indoor human activity recognition using BumbleBee radar.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Airborne radar clutter simulation using hyperspectral and LiDAR imagery.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Design study of a short-range airborne UAV radar for human monitoring.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Application and Modeling of a Magnetic WSN for Target Localization.
Proceedings of the 15th International Conference on Computer Modelling and Simulation, 2013

Mutual information of features extracted from human micro-doppler.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Radar simulation of human micro-Doppler signature from video motion capture data.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Importance ranking of features for human micro-Doppler classification with a radar network.
Proceedings of the 16th International Conference on Information Fusion, 2013

2012
Kinematic Model-Based Human Detectors for Multi-Channel Radar.
IEEE Trans. Aerosp. Electron. Syst., 2012

Orthogonal Matching Pursuit for ferromagnetic target localization and identification.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Comparison of radiometric gain of optical satellite sensors using Tuz Golu radiometrically calibrated test site.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
A Nonlinear-Phase Model-Based Human Detector for Radar.
IEEE Trans. Aerosp. Electron. Syst., 2011

2010
Radar-based human detection via orthogonal matching pursuit.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Radar detection and identification of human signatures using moving platforms.
PhD thesis, 2009


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