Sevgi Zubeyde Gurbuz

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Target Detection

Satellite Imagery

Feature Selection

Top Venues

IEEE Trans. Aerosp. Electron. Syst.

Publications

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) (2024)
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) (2023)
M. Mahbubur Rahman, Dario Martelli, Sevgi Zubeyde Gurbuz
Radar-Based Human Skeleton Estimation with CNN-LSTM Network Trained with Limited Data. BHI (2023)
Mohammad Mahbubur Rahman, Dario Martelli, Sevgi Zubeyde Gurbuz
Gait Variability Analysis with Multi-Channel FMCW Radar for Fall Risk Assessment. SAM (2022)
Sevgi Zubeyde Gurbuz
Physics-Aware Machine Learning for Dynamic, Data-Driven Radar Target Recognition. DDDAS (2022)
Sevgi Zubeyde Gurbuz, Mohammad Mahbubur Rahman, Emre Kurtoglu, Dario Martelli
Continuous Human Activity Recognition and Step-Time Variability Analysis with FMCW Radar. BHI (2022)
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) (2022)
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) (2022)
M. 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)
Drew Taylor, Stephen Yan, Charles R. O'Neill, Prasad Gogineni, Sevgi Zubeyde Gurbuz, Barbaros Aslan, Jordan 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)
Baris Erol, Sevgi Zubeyde Gurbuz, Moeness G. Amin
Motion Classification using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures. CoRR (2020)
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)
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) (2019)
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) (2019)
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)
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) (2018)
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) (2018)
Baris Erol, Sevgi Zubeyde Gurbuz, Moeness G. Amin
Frequency-Warped Cepstral Heatmaps for Deep Learning of Human Motion Signatures. ACSSC (2018)
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) (2017)
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) (2017)
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)
Burkan Tekeli, Sevgi Zubeyde Gurbuz, Melda Yuksel
Information-Theoretic Feature Selection for Human Micro-Doppler Signature Classification. IEEE Trans. Geosci. Remote. Sens. 54 (5) (2016)
Sajjad Baghaee, Sevgi Zubeyde Gurbuz, Elif Uysal-Biyikoglu
Implementation of an Enhanced Target Localization and Identification Algorithm on a Magnetic WSN. IEICE Trans. Commun. (10) (2015)
Baris Erol, Bahri Cagliyan, Burkan Tekeli, Sevgi Zubeyde Gurbuz
Data-dependent micro-Doppler feature selection. SIU (2015)
Mehmet Saygin Seyfioglu, Seyma Bayindir, Sevgi Zubeyde Gurbuz
Automatic spectral signature extraction for hyperspectral target detection. IGARSS (2015)
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) (2015)
Halil Ibrahim Sumer, Sevgi Zubeyde Gurbuz
Indoor fall detection using a network of seismic sensors. ACSSC (2015)
Bahri Cagliyan, Sevgi Zubeyde Gurbuz
Micro-Doppler-Based Human Activity Classification Using the Mote-Scale BumbleBee Radar. IEEE Geosci. Remote. Sens. Lett. 12 (10) (2015)
Baris Erol, Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz
Radar simulation of different human activities via Kinect. SIU (2014)
Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz
Automatic human activity classification using radar. SIU (2014)
Mehmet Saygin Seyfioglu, Sevgi Zubeyde Gurbuz
Airborne radar clutter simulation using hyperspectral and LiDAR imagery. IGARSS (2014)
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)
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)
Bahri Cagliyan, Cesur Karabacak, Sevgi Zubeyde Gurbuz
Indoor human activity recognition using BumbleBee radar. SIU (2014)
Mustafa Teke, Mehmet Saygin Seyfioglu, Arda Agcal, Sevgi Zubeyde Gurbuz
Optimal pansharpening of RASAT satellite imagery. SIU (2014)
Burkan Tekeli, Sevgi Zubeyde Gurbuz, Melda Yuksel
Mutual information of features extracted from human micro-doppler. SIU (2013)
Cesur Karabacak, Sevgi Zubeyde Gurbuz, Ali Cafer Gürbüz
Radar simulation of human micro-Doppler signature from video motion capture data. SIU (2013)
Sajjad Baghaee, Sevgi Zubeyde Gurbuz, Elif Uysal-Biyikoglu
Application and Modeling of a Magnetic WSN for Target Localization. UKSim (2013)
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)
Sajjad Baghaee, Sevgi Zubeyde Gurbuz, Elif Uysal-Biyikoglu
Orthogonal Matching Pursuit for ferromagnetic target localization and identification. SIU (2012)
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) (2011)