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ORCIDSevgi Zubeyde Gurbuz
Person information
- affiliation: University of Alabama, Tuscaloosa, AL, USA
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Books and Theses
- 2009
[b1]Sevgi Zübeyde Gürbüz:
Radar detection and identification of human signatures using moving platforms. Georgia Institute of Technology, Atlanta, GA, USA, 2009
Journal Articles
- 2024
- [j17]Sevgi Zubeyde Gurbuz, Igal Bilik
, Luke Rosenberg:
Guest Editorial for the TAES Special Section on Deep Learning for Radar Applications. IEEE Trans. Aerosp. Electron. Syst. 60(1): 4-7 (2024) - 2023
- [j16]Mohammad Mahbubur Rahman, Sevgi Zubeyde Gurbuz, Moeness G. Amin:
Physics-Aware Generative Adversarial Networks for Radar-Based Human Activity Recognition. IEEE Trans. Aerosp. Electron. Syst. 59(3): 2994-3008 (2023) - 2022
- [j15]Mohammad Mahbubur Rahman, Evie Malaia, Ali Cafer Gürbüz, Darrin J. Griffin, Chris S. Crawford, Sevgi Zubeyde Gurbuz:
Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition With RF Sensors. IEEE Trans. Aerosp. Electron. Syst. 58(4): 2732-2745 (2022) - [j14]Emre Kurtoglu, Ali Cafer Gürbüz, Evie Malaia, Darrin J. Griffin, Chris S. Crawford, Sevgi Zubeyde Gurbuz:
ASL Trigger Recognition in Mixed Activity/Signing Sequences for RF Sensor-Based User Interfaces. IEEE Trans. Hum. Mach. Syst. 52(4): 699-712 (2022) - 2020
- [j13]Baris Erol, Sevgi Zubyede Gurbuz, Moeness G. Amin:
Motion Classification Using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures. IEEE Trans. Aerosp. Electron. Syst. 56(4): 3197-3213 (2020) - 2019
- [j12]Sevgi Zubeyde Gurbuz, Moeness G. Amin:
Radar-Based Human-Motion Recognition With Deep Learning: Promising applications for indoor monitoring. IEEE Signal Process. Mag. 36(4): 16-28 (2019) - [j11]Mehmet Saygin Seyfioglu, Baris Erol, Sevgi Zubeyde Gurbuz, Moeness G. Amin:
DNN Transfer Learning From Diversified Micro-Doppler for Motion Classification. IEEE Trans. Aerosp. Electron. Syst. 55(5): 2164-2180 (2019) - 2018
- [j10]Mehmet Saygin Seyfioglu, Ahmet Murat Özbayoglu, Sevgi Zubeyde Gurbuz:
Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities. IEEE Trans. Aerosp. Electron. Syst. 54(4): 1709-1723 (2018) - [j9]Baris Erol, Moeness G. Amin, Sevgi Zubeyde Gurbuz:
Automatic Data-Driven Frequency-Warped Cepstral Feature Design for Micro-Doppler Classification. IEEE Trans. Aerosp. Electron. Syst. 54(4): 1724-1738 (2018) - 2017
- [j8]Mehmet Saygin Seyfioglu, Sevgi Zubeyde Gurbuz:
Deep Neural Network Initialization Methods for Micro-Doppler Classification With Low Training Sample Support. IEEE Geosci. Remote. Sens. Lett. 14(12): 2462-2466 (2017) - [j7]Francesco Fioranelli, Matthew Ritchie, Sevgi Zubeyde Gurbuz, Hugh D. Griffiths:
Feature Diversity for Optimized Human Micro-Doppler Classification Using Multistatic Radar. IEEE Trans. Aerosp. Electron. Syst. 53(2): 640-654 (2017) - 2016
- [j6]Burkan Tekeli, Sevgi Zubeyde Gurbuz, Melda Yuksel:
Information-Theoretic Feature Selection for Human Micro-Doppler Signature Classification. IEEE Trans. Geosci. Remote. Sens. 54(5): 2749-2762 (2016) - 2015
- [j5]Sajjad Baghaee, Sevgi Zubeyde Gurbuz, Elif Uysal-Biyikoglu:
Implementation of an Enhanced Target Localization and Identification Algorithm on a Magnetic WSN. IEICE Trans. Commun. 98-B(10): 2022-2032 (2015) - [j4]Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz, Mehmet Burak Guldogan, Gustaf Hendeby, Fredrik Gustafsson:
Knowledge Exploitation for Human Micro-Doppler Classification. IEEE Geosci. Remote. Sens. Lett. 12(10): 2125-2129 (2015) - [j3]Bahri Cagliyan, Sevgi Zubeyde Gurbuz:
Micro-Doppler-Based Human Activity Classification Using the Mote-Scale BumbleBee Radar. IEEE Geosci. Remote. Sens. Lett. 12(10): 2135-2139 (2015) - 2012
- [j2]Sevgi Zübeyde Gürbüz, William L. Melvin, Douglas B. Williams:
Kinematic Model-Based Human Detectors for Multi-Channel Radar. IEEE Trans. Aerosp. Electron. Syst. 48(2): 1306-1318 (2012) - 2011
- [j1]Sevgi Zubeyde Gurbuz, William L. Melvin, Douglas B. Williams:
A Nonlinear-Phase Model-Based Human Detector for Radar. IEEE Trans. Aerosp. Electron. Syst. 47(4): 2502-2513 (2011)
Conference and Workshop Papers
- 2023
- [c28]M. Mahbubur Rahman, Dario Martelli, Sevgi Zubeyde Gurbuz:
Radar-Based Human Skeleton Estimation with CNN-LSTM Network Trained with Limited Data. BHI 2023: 1-4 - 2022
- [c27]Sevgi Zubeyde Gurbuz, Mohammad Mahbubur Rahman, Emre Kurtoglu, Dario Martelli:
Continuous Human Activity Recognition and Step-Time Variability Analysis with FMCW Radar. BHI 2022: 1-4 - [c26]Sevgi Zubeyde Gurbuz:
Physics-Aware Machine Learning for Dynamic, Data-Driven Radar Target Recognition. DDDAS 2022: 114-122 - [c25]Mohammad Mahbubur Rahman, Dario Martelli, Sevgi Zubeyde Gurbuz:
Gait Variability Analysis with Multi-Channel FMCW Radar for Fall Risk Assessment. SAM 2022: 345-349 - 2021
- [c24]Mohammad Mahbubur Rahman, Emre Kurtoglu, Robiulhossain Mdrafi, Ali Cafer Gürbüz, Evie Malaia, Chris S. Crawford, Darrin J. Griffin, Sevgi Zubeyde Gurbuz:
Word-Level ASL Recognition and Trigger Sign Detection with RF Sensors. ICASSP 2021: 8233-8237 - 2020
- [c23]Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz, Evie Malaia, Darrin J. Griffin, Chris S. Crawford, Emre Kurtoglu, Mohammad Mahbubur Rahman, Ridvan Aksu, Robiulhossain Mdrafi:
ASL Recognition Based on Kinematics Derived from a Multi-Frequency RF Sensor Network. IEEE SENSORS 2020: 1-4 - [c22]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:
Airborne Dual-Band Microwave Radar System for Snow Thickness Measurement. IGARSS 2020: 2934-2937 - 2019
- [c21]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:
A Prototype Ultra-Wideband FMCW Radar for Snow and Soil-Moisture Measurements. IGARSS 2019: 3974-3977 - 2018
- [c20]Baris Erol, Sevgi Zubeyde Gurbuz, Moeness G. Amin:
Frequency-Warped Cepstral Heatmaps for Deep Learning of Human Motion Signatures. ACSSC 2018: 1234-1238 - [c19]Prasad Gogineni, Christopher R. Simpson, Jie-Bang Yan, Charles R. O'Neill, Rohan Sood, Sevgi Zübeyde Gürbüz, Ali Cafer Gürbüz:
A CubeSat Train for Radar Sounding and Imaging of Antarctic Ice Sheet. IGARSS 2018: 4138-4141 - 2016
- [c18]Cem Mortas, M. Fatih Demirci, Sevgi Zubeyde Gurbuz, Osman Erogul:
Measuring of displacement with image processing methods by using digital camera and laser pointer. SIU 2016: 841-844 - 2015
- [c17]Halil Ibrahim Sumer, Sevgi Zubeyde Gurbuz:
Indoor fall detection using a network of seismic sensors. ACSSC 2015: 452-456 - [c16]Mehmet Saygin Seyfioglu, Seyma Bayindir, Sevgi Zubeyde Gurbuz:
Automatic spectral signature extraction for hyperspectral target detection. IGARSS 2015: 4452-4455 - [c15]Baris Erol, Bahri Cagliyan, Burkan Tekeli, Sevgi Zubeyde Gurbuz:
Data-dependent micro-Doppler feature selection. SIU 2015: 1566-1569 - 2014
- [c14]Sevgi Zubeyde Gurbuz, Unver Kaynak, Bertan Ozkan, Ozan Can Kocaman, Firat Kiyici, Burkan Tekeli:
Design study of a short-range airborne UAV radar for human monitoring. ACSSC 2014: 568-572 - [c13]Mehmet Saygin Seyfioglu, Sevgi Zubeyde Gurbuz:
Airborne radar clutter simulation using hyperspectral and LiDAR imagery. IGARSS 2014: 2938-2941 - [c12]Baris Erol, Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz:
Radar simulation of different human activities via Kinect. SIU 2014: 1015-1018 - [c11]Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz:
Automatic human activity classification using radar. SIU 2014: 1051-1054 - [c10]Bahri Cagliyan, Cesur Karabacak, Sevgi Zubeyde Gurbuz:
Indoor human activity recognition using BumbleBee radar. SIU 2014: 1055-1058 - [c9]Sevgi Zubeyde Gurbuz, Mustafa Bugra Ozcan, Ali Burak Panni, Seda Demirhan, Zeki Hayran, Melis Cansu Karaduman, Mehmet Saygin Seyfioglu, Burkan Tekeli, Bahri Cagliyan:
Target detection and ranging with the 2.4 GHz MIT Coffee Can radar. SIU 2014: 1450-1453 - [c8]Mustafa Teke, Mehmet Saygin Seyfioglu, Arda Agcal, Sevgi Zubeyde Gurbuz:
Optimal pansharpening of RASAT satellite imagery. SIU 2014: 1967-1970 - 2013
- [c7]Sevgi Zubeyde Gurbuz, Burkan Tekeli, Melda Yuksel, Cesur Karabacak, Ali Cafer Gürbüz, Mehmet Burak Guldogan:
Importance ranking of features for human micro-Doppler classification with a radar network. FUSION 2013: 610-616 - [c6]Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz:
Radar simulation of human micro-Doppler signature from video motion capture data. SIU 2013: 1-4 - [c5]Burkan Tekeli, Sevgi Zubeyde Gurbuz, Melda Yuksel:
Mutual information of features extracted from human micro-doppler. SIU 2013: 1-4 - [c4]Sajjad Baghaee, Sevgi Zubeyde Gurbuz, Elif Uysal-Biyikoglu:
Application and Modeling of a Magnetic WSN for Target Localization. UKSim 2013: 687-692 - 2012
- [c3]Hilal Özen, Nigel P. Fox, Andrew Deadman, Irina Behnert, Peter Harris, Sevgi Zübeyde Gürbüz, Li Yuan, Derek Griffith, Morakot Kaewmanee, A. Prakobya, Chaichat Musana, Flávio Ponzoni, Deog-Gyu Lee, Young-Ho Lee, Yannick Boucher, Françoise Viallefont, Philippe Rolland, Dennis L. Helder, Larry Leigh, Kurtis J. Thome, Sindy Sterckx, Els Knaeps, Dries Raymaekers, Patrice Henry:
Comparison of radiometric gain of optical satellite sensors using Tuz Golu radiometrically calibrated test site. IGARSS 2012: 1120-1123 - [c2]Sajjad Baghaee, Sevgi Zubeyde Gurbuz, Elif Uysal-Biyikoglu:
Orthogonal Matching Pursuit for ferromagnetic target localization and identification. SIU 2012: 1-4 - 2010
- [c1]Sevgi Zübeyde Gürbüz, William L. Melvin, Douglas B. Williams:
Radar-based human detection via orthogonal matching pursuit. ICASSP 2010: 2778-2781
Informal and Other Publications
- 2020
- [i2]Baris Erol, Sevgi Zubeyde Gurbuz, Moeness G. Amin:
Motion Classification using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures. CoRR abs/2001.08582 (2020) - [i1]Sevgi Zubyede Gurbuz, Ali Cafer Gürbüz, Evie Malaia, Darrin J. Griffin, Chris S. Crawford, Mohammad Mahbubur Rahman, Emre Kurtoglu, Ridvan Aksu, Trevor Macks, Robiulhossain Mdrafi:
American Sign Language Recognition Using RF Sensing. CoRR abs/2009.01224 (2020)
Coauthor Index
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