Sevgi Z. Gurbuz
Sevgi Z. Gurbuz
University of Alabama at Tuscaloosa
Verified email at alum.mit.edu - Homepage
Title
Cited by
Cited by
Year
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
2051998
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
1072018
Detection and identification of human targets in radar data
SZ Gürbüz, WL Melvin, DB Williams
Signal Processing, Sensor Fusion, and Target Recognition XVI 6567, 65670I, 2007
912007
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
762013
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
602015
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, 2016
582016
A kinect-based human micro-doppler simulator
B Erol, SZ Gurbuz
IEEE Aerospace and Electronic Systems Magazine 30 (5), 6-17, 2015
542015
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
522017
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
512015
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
472016
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
442017
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
442017
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
432019
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
372015
Comparison of radar-based human detection techniques
SZ Gurbuz, WL Melvin, DB Williams
2007 Conference Record of the Forty-First Asilomar Conference on Signals …, 2007
292007
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
232018
Importance ranking of features for human micro-Doppler classification with a radar network
SZ Gürbüz, B Tekeli, M Yüksel, C Karabacak, AC Gürbüz, MB Guldogan
Proceedings of the 16th International Conference on Information Fusion, 610-616, 2013
232013
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
222018
Classification of human micro-Doppler in a radar network
B Tekeli, SZ Gürbüz, M Yüksel, AC Gürbüz, MB Guldogan
2013 IEEE Radar Conference (RadarCon13), 1-6, 2013
192013
A nonlinear-phase model-based human detector for radar
SZ Gurbuz, WL Melvin, DB Williams
IEEE Transactions on Aerospace and Electronic Systems 47 (4), 2502-2513, 2011
192011
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