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Baris Erol
Baris Erol
Siemens Corporate Technology
Verifierad e-postadress på siemens.com - Startsida
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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
1052018
A kinect-based human micro-doppler simulator
B Erol, SZ Gurbuz
IEEE Aerospace and Electronic Systems Magazine 30 (5), 6-17, 2015
932015
Radar data cube processing for human activity recognition using multisubspace learning
B Erol, MG Amin
IEEE Transactions on Aerospace and Electronic Systems 55 (6), 3617-3628, 2019
912019
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
882015
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
872020
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
692019
Range-Doppler radar sensor fusion for fall detection
B Erol, MG Amin, B Boashash
2017 IEEE Radar Conference (RadarConf), 0819-0824, 2017
692017
Radar data cube analysis for fall detection
B Erol, MG Amin
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
522018
Multiple joint-variable domains recognition of human motion
B Jokanovic, M Amin, B Erol
2017 IEEE Radar Conference (RadarConf), 0948-0952, 2017
512017
Fall motion detection using combined range and Doppler features
B Erol, MG Amin
2016 24th European Signal Processing Conference (EUSIPCO), 2075-2080, 2016
482016
Diversified radar micro-Doppler simulations as training data for deep residual neural networks
MS Seyfioglu, B Erol, SZ Gurbuz, MG Amin
2018 IEEE radar Conference (radarConf18), 0612-0617, 2018
422018
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
392018
Range information for reducing fall false alarms in assisted living
B Erol, M Amin, Z Zhou, J Zhang
2016 IEEE Radar Conference (RadarConf), 1-6, 2016
322016
Wideband radar based fall motion detection for a generic elderly
B Erol, MG Amin, B Boashash, F Ahmad, YD Zhang
2016 50th Asilomar Conference on Signals, Systems and Computers, 1768-1772, 2016
302016
Radar fall detectors: A comparison
B Erol, M Amin, F Ahmad, B Boashash
Radar Sensor Technology XX 9829, 349-357, 2016
272016
Simulation of human micro-Doppler signatures with Kinect sensor
B Erol, C Karabacak, SZ Gürbüz, AC Gürbüz
2014 IEEE Radar Conference, 0863-0868, 2014
232014
Effects of range spread and aspect angle on radar fall detection
B Erol, M Amin
2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 1-5, 2016
202016
Understanding deep neural networks performance for radar-based human motion recognition
MG Amin, B Erol
2018 IEEE Radar Conference (RadarConf18), 1461-1465, 2018
192018
Generalized pca fusion for improved radar human motion recognition
B Erol, M Amin
2019 IEEE Radar Conference (RadarConf), 1-5, 2019
162019
Synthesis of micro-doppler signatures for abnormal gait using multi-branch discriminator with embedded kinematics
B Erol, SZ Gurbuz, MG Amin
2020 IEEE International Radar Conference (RADAR), 175-179, 2020
142020
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