Sevgi Zubeyde Gurbuz

47 papers C 5Misc 4Journal 17Unranked 21
YearRankTypeTitle / Venue / Authors
2025 — conf
Fusion of Cellular ISAC and Passive RF Sensing for UAV Detection and Tracking.
IEEECONF
Cole Dickerson, Sean Kearney, Sultan Mohammad Manjur, Ismail Güvenç, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz, Özgür Özdemir, Mihail L. Sichitiu
2025 J jnl
Human-Centered Fully Adaptive Radar for Gesture Recognition in Smart Environments.
IEEE Trans. Hum. Mach. Syst.
Emre Kurtoglu, Sevgi Zubeyde Gurbuz
2025 — conf
Modality-Specific Benchmarks and Radar Range-Doppler Envelope Classification for Multimodal Isolated Sign Language Recognition.
ICCVW
Dmitriy Sazonov, Kamrul Islam, Evie Malaia, Sevgi Zubeyde Gurbuz
2024 — conf
CAD Model Guided Semantic Segmentation for Radar Micro-UAV Signature Synthesis Across Different Clutter Environments.
DDDAS/Infosymbiotics
Sean Kearney, Sevgi Zubeyde Gurbuz
2024 — conf
Ethogram-Based Personalization of Human Activity and Agility from Radar $\mu \mathrm{D}$ Signatures.
BHI
Emre Kurtoglu, Sultanus Salehin, Moeness G. Amin, Irene P. Kan, Michelle A. McKay, Sevgi Zubeyde Gurbuz
2024 J jnl
Guest Editorial for the TAES Special Section on Deep Learning for Radar Applications.
IEEE Trans. Aerosp. Electron. Syst.
Sevgi Zubeyde Gurbuz, Igal Bilik, Luke Rosenberg
2024 — conf
Kinematic Cycle Consistency Using Wearables and RF Data for Improved Human Skeleton Estimation.
IEEECONF
Sultanus Salehin, Sean Kearney, Sevgi Zubeyde Gurbuz
2023 J jnl
Physics-Aware Generative Adversarial Networks for Radar-Based Human Activity Recognition.
IEEE Trans. Aerosp. Electron. Syst.
Mohammad Mahbubur Rahman, Sevgi Zubeyde Gurbuz, Moeness G. Amin
2023 — conf
Radar-Based Human Skeleton Estimation with CNN-LSTM Network Trained with Limited Data.
BHI
M. Mahbubur Rahman, Dario Martelli, Sevgi Zubeyde Gurbuz
2022 J jnl
ASL Trigger Recognition in Mixed Activity/Signing Sequences for RF Sensor-Based User Interfaces.
IEEE Trans. Hum. Mach. Syst.
Emre Kurtoglu, Ali Cafer Gürbüz, Evie Malaia, Darrin J. Griffin, Chris S. Crawford, Sevgi Zubeyde Gurbuz
2022 — conf
Continuous Human Activity Recognition and Step-Time Variability Analysis with FMCW Radar.
BHI
Sevgi Zubeyde Gurbuz, Mohammad Mahbubur Rahman, Emre Kurtoglu, Dario Martelli
2022 J jnl
Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition With RF Sensors.
IEEE Trans. Aerosp. Electron. Syst.
Mohammad Mahbubur Rahman, Evie Malaia, Ali Cafer Gürbüz, Darrin J. Griffin, Chris S. Crawford, Sevgi Zubeyde Gurbuz
2022 — conf
Gait Variability Analysis with Multi-Channel FMCW Radar for Fall Risk Assessment.
SAM
Mohammad Mahbubur Rahman, Dario Martelli, Sevgi Zubeyde Gurbuz
2022 — conf
Physics-Aware Machine Learning for Dynamic, Data-Driven Radar Target Recognition.
DDDAS
Sevgi Zubeyde Gurbuz
2021 Misc conf
Word-Level ASL Recognition and Trigger Sign Detection with RF Sensors.
ICASSP
Mohammad Mahbubur Rahman, Emre Kurtoglu, Robiulhossain Mdrafi, Ali Cafer Gürbüz, Evie Malaia, Chris S. Crawford, Darrin J. Griffin, Sevgi Zubeyde Gurbuz
2020 — conf
ASL Recognition Based on Kinematics Derived from a Multi-Frequency RF Sensor Network.
IEEE SENSORS
Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz, Evie Malaia, Darrin J. Griffin, Chris S. Crawford, Emre Kurtoglu, Mohammad Mahbubur Rahman, Ridvan Aksu, Robiulhossain Mdrafi
2020 C conf
Airborne Dual-Band Microwave Radar System for Snow Thickness Measurement.
IGARSS
Drew Taylor, Stephen Yan, Charles R. O'Neill, Prasad Gogineni, Sevgi Zubeyde Gurbuz, Barbaros Aslan, Jordan D. Larson, Deepak Elluru, Shriniwas Kolpuke, Linfeng Li, Farin Mahjabeen, Joshua Nunn, Mahbubur Rahman, Omid Reyhani, Christopher D. Simpson, Ryan Thomas, Shashank Wattal, Jonathan Blake, Carter Boyle, John Glidden, MacKenzie Higgs
2020 J jnl
Motion Classification using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures.
CoRR
Baris Erol, Sevgi Zubeyde Gurbuz, Moeness G. Amin
2019 C conf
A Prototype Ultra-Wideband FMCW Radar for Snow and Soil-Moisture Measurements.
IGARSS
Ryan A. Taylor, David Braaten, Shun Tsutaki, Ayako Abe-Ouchi, Shuji Fujita, Kenji Kawamura, Brice Van Liefferinge, Kenichi Matsuoka, Sivaprasad Gogineni, Sevgi Zubeyde Gurbuz, Shriniwas Kolpuke, Linfeng Li, Charles R. O'Neill, Jie-Bang Yan, Torry L. Akins, James Carswell
2019 J jnl
DNN Transfer Learning From Diversified Micro-Doppler for Motion Classification.
IEEE Trans. Aerosp. Electron. Syst.
Mehmet Saygin Seyfioglu, Baris Erol, Sevgi Zubeyde Gurbuz, Moeness G. Amin
2019 J jnl
Radar-Based Human-Motion Recognition With Deep Learning: Promising applications for indoor monitoring.
IEEE Signal Process. Mag.
Sevgi Zubeyde Gurbuz, Moeness G. Amin
2018 J jnl
Automatic Data-Driven Frequency-Warped Cepstral Feature Design for Micro-Doppler Classification.
IEEE Trans. Aerosp. Electron. Syst.
Baris Erol, Moeness G. Amin, Sevgi Zubeyde Gurbuz
2018 J jnl
Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities.
IEEE Trans. Aerosp. Electron. Syst.
Mehmet Saygin Seyfioglu, Ahmet Murat Özbayoglu, Sevgi Zubeyde Gurbuz
2018 Misc conf
Frequency-Warped Cepstral Heatmaps for Deep Learning of Human Motion Signatures.
ACSSC
Baris Erol, Sevgi Zubeyde Gurbuz, Moeness G. Amin
2017 J jnl
Deep Neural Network Initialization Methods for Micro-Doppler Classification With Low Training Sample Support.
IEEE Geosci. Remote. Sens. Lett.
Mehmet Saygin Seyfioglu, Sevgi Zubeyde Gurbuz
2017 J jnl
Feature Diversity for Optimized Human Micro-Doppler Classification Using Multistatic Radar.
IEEE Trans. Aerosp. Electron. Syst.
Francesco Fioranelli, Matthew Ritchie, Sevgi Zubeyde Gurbuz, Hugh D. Griffiths
2016 J jnl
Information-Theoretic Feature Selection for Human Micro-Doppler Signature Classification.
IEEE Trans. Geosci. Remote. Sens.
Burkan Tekeli, Sevgi Zubeyde Gurbuz, Melda Yuksel
2016 — conf
Measuring of displacement with image processing methods by using digital camera and laser pointer.
SIU
Cem Mortas, M. Fatih Demirci, Sevgi Zubeyde Gurbuz, Osman Erogul
2015 C conf
Automatic spectral signature extraction for hyperspectral target detection.
IGARSS
Mehmet Saygin Seyfioglu, Seyma Bayindir, Sevgi Zubeyde Gurbuz
2015 — conf
Data-dependent micro-Doppler feature selection.
SIU
Baris Erol, Bahri Cagliyan, Burkan Tekeli, Sevgi Zubeyde Gurbuz
2015 J jnl
Implementation of an Enhanced Target Localization and Identification Algorithm on a Magnetic WSN.
IEICE Trans. Commun.
Sajjad Baghaee, Sevgi Zubeyde Gurbuz, Elif Uysal-Biyikoglu
2015 Misc conf
Indoor fall detection using a network of seismic sensors.
ACSSC
Halil Ibrahim Sumer, Sevgi Zubeyde Gurbuz
2015 J jnl
Knowledge Exploitation for Human Micro-Doppler Classification.
IEEE Geosci. Remote. Sens. Lett.
Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz, Mehmet Burak Guldogan, Gustaf Hendeby, Fredrik Gustafsson
2015 J jnl
Micro-Doppler-Based Human Activity Classification Using the Mote-Scale BumbleBee Radar.
IEEE Geosci. Remote. Sens. Lett.
Bahri Cagliyan, Sevgi Zubeyde Gurbuz
2014 C conf
Airborne radar clutter simulation using hyperspectral and LiDAR imagery.
IGARSS
Mehmet Saygin Seyfioglu, Sevgi Zubeyde Gurbuz
2014 — conf
Automatic human activity classification using radar.
SIU
Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz
2014 Misc conf
Design study of a short-range airborne UAV radar for human monitoring.
ACSSC
Sevgi Zubeyde Gurbuz, Unver Kaynak, Bertan Ozkan, Ozan Can Kocaman, Firat Kiyici, Burkan Tekeli
2014 — conf
Indoor human activity recognition using BumbleBee radar.
SIU
Bahri Cagliyan, Cesur Karabacak, Sevgi Zubeyde Gurbuz
2014 — conf
Optimal pansharpening of RASAT satellite imagery.
SIU
Mustafa Teke, Mehmet Saygin Seyfioglu, Arda Agcal, Sevgi Zubeyde Gurbuz
2014 — conf
Radar simulation of different human activities via Kinect.
SIU
Baris Erol, Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz
2014 — conf
Target detection and ranging with the 2.4 GHz MIT Coffee Can radar.
SIU
Sevgi Zubeyde Gurbuz, Mustafa Bugra Ozcan, Ali Burak Panni, Seda Demirhan, Zeki Hayran, Melis Cansu Karaduman, Mehmet Saygin Seyfioglu, Burkan Tekeli, Bahri Cagliyan
2013 — conf
Application and Modeling of a Magnetic WSN for Target Localization.
UKSim
Sajjad Baghaee, Sevgi Zubeyde Gurbuz, Elif Uysal-Biyikoglu
2013 C conf
Importance ranking of features for human micro-Doppler classification with a radar network.
FUSION
Sevgi Zubeyde Gurbuz, Burkan Tekeli, Melda Yuksel, Cesur Karabacak, Ali Cafer Gürbüz, Mehmet Burak Guldogan
2013 — conf
Mutual information of features extracted from human micro-doppler.
SIU
Burkan Tekeli, Sevgi Zubeyde Gurbuz, Melda Yuksel
2013 — conf
Radar simulation of human micro-Doppler signature from video motion capture data.
SIU
Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz
2012 — conf
Orthogonal Matching Pursuit for ferromagnetic target localization and identification.
SIU
Sajjad Baghaee, Sevgi Zubeyde Gurbuz, Elif Uysal-Biyikoglu
2011 J jnl
A Nonlinear-Phase Model-Based Human Detector for Radar.
IEEE Trans. Aerosp. Electron. Syst.
Sevgi Zubeyde Gurbuz, William L. Melvin, Douglas B. Williams