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Sevgi Z. Gurbuz
Sevgi Z. Gurbuz
University of Alabama at Tuscaloosa
Verified email at alum.mit.edu - Homepage
Title
Cited by
Cited by
Year
Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities
MS Seyfioğlu, AM Özbayoğlu, SZ Gürbüz
IEEE Transactions on Aerospace and Electronic Systems 54 (4), 1709-1723, 2018
2262018
A wearable haptic navigation guidance system
S Ertan, C Lee, A Willets, H Tan, A Pentland
Digest of Papers. Second International Symposium on Wearable Computers (Cat …, 1998
2261998
Radar-based human-motion recognition with deep learning: Promising applications for indoor monitoring
SZ Gurbuz, MG Amin
IEEE Signal Processing Magazine 36 (4), 16-28, 2019
1632019
A short survey of hyperspectral remote sensing applications in agriculture
M Teke, HS Deveci, O Haliloğlu, SZ Gürbüz, U Sakarya
2013 6th international conference on recent advances in space technologies …, 2013
1342013
Detection and identification of human targets in radar data
SZ Gürbüz, WL Melvin, DB Williams
Signal Processing, Sensor Fusion, and Target Recognition XVI 6567, 185-195, 2007
1042007
Deep neural network initialization methods for micro-Doppler classification with low training sample support
MS Seyfioğlu, SZ Gürbüz
IEEE Geoscience and Remote Sensing Letters 14 (12), 2462-2466, 2017
922017
Micro-Doppler-based in-home aided and unaided walking recognition with multiple radar and sonar systems
SZ Gurbuz, C Clemente, A Balleri, JJ Soraghan
IET Radar, Sonar & Navigation 11 (1), 107-115, 2017
852017
Operational assessment and adaptive selection of micro-Doppler features
SZ Gürbüz, B Erol, B Çağlıyan, B Tekeli
IET Radar, Sonar & Navigation 9 (9), 1196-1204, 2015
772015
Knowledge exploitation for human micro-Doppler classification
C Karabacak, SZ Gurbuz, AC Gurbuz, MB Guldogan, G Hendeby, ...
IEEE Geoscience and Remote Sensing Letters 12 (10), 2125-2129, 2015
682015
Feature diversity for optimized human micro-Doppler classification using multistatic radar
F Fioranelli, M Ritchie, SZ Gürbüz, H Griffiths
IEEE Transactions on Aerospace and Electronic Systems 53 (2), 640-654, 2017
672017
Information-theoretic feature selection for human micro-Doppler signature classification
B Tekeli, SZ Gurbuz, M Yuksel
IEEE Transactions on Geoscience and Remote Sensing 54 (5), 2749-2762, 2016
662016
A kinect-based human micro-doppler simulator
B Erol, SZ Gurbuz
IEEE Aerospace and Electronic Systems Magazine 30 (5), 6-17, 2015
662015
DNN transfer learning from diversified micro-Doppler for motion classification
MS Seyfioglu, B Erol, SZ Gurbuz, MG Amin
IEEE Transactions on Aerospace and Electronic Systems 55 (5), 2164-2180, 2018
592018
Deep learning of micro-Doppler features for aided and unaided gait recognition
MS Seyfioğlu, SZ Gürbüz, AM Özbayoğlu, M Yüksel
2017 IEEE Radar Conference (RadarConf), 1125-1130, 2017
562017
Micro-Doppler-based human activity classification using the mote-scale BumbleBee radar
B Çağlıyan, SZ Gürbüz
IEEE Geoscience and Remote Sensing Letters 12 (10), 2135-2139, 2015
542015
An overview of cognitive radar: Past, present, and future
SZ Gurbuz, HD Griffiths, A Charlish, M Rangaswamy, MS Greco, K Bell
IEEE Aerospace and Electronic Systems Magazine 34 (12), 6-18, 2019
452019
Motion classification using kinematically sifted ACGAN-synthesized radar micro-Doppler signatures
B Erol, SZ Gurbuz, MG Amin
IEEE Transactions on Aerospace and Electronic Systems 56 (4), 3197-3213, 2020
422020
Application of a 24 GHz FMCW automotive radar for urban target classification
S Villeval, I Bilik, SZ Gürbuz
2014 IEEE Radar Conference, 1237-1240, 2014
352014
Automatic data-driven frequency-warped cepstral feature design for micro-Doppler classification
B Erol, MG Amin, SZ Gurbuz
IEEE Transactions on Aerospace and Electronic Systems 54 (4), 1724-1738, 2018
342018
GAN-based synthetic radar micro-Doppler augmentations for improved human activity recognition
B Erol, SZ Gurbuz, MG Amin
2019 IEEE Radar Conference (RadarConf), 1-5, 2019
322019
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