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 | 106 | 2018 |
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 | 94 | 2019 |
A kinect-based human micro-doppler simulator B Erol, SZ Gurbuz IEEE Aerospace and Electronic Systems Magazine 30 (5), 6-17, 2015 | 94 | 2015 |
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 | 89 | 2015 |
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 | 88 | 2020 |
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 | 73 | 2019 |
Range-Doppler radar sensor fusion for fall detection B Erol, MG Amin, B Boashash 2017 IEEE Radar Conference (RadarConf), 0819-0824, 2017 | 70 | 2017 |
Radar data cube analysis for fall detection B Erol, MG Amin 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 52 | 2018 |
Multiple joint-variable domains recognition of human motion B Jokanovic, M Amin, B Erol 2017 IEEE Radar Conference (RadarConf), 0948-0952, 2017 | 52 | 2017 |
Fall motion detection using combined range and Doppler features B Erol, MG Amin 2016 24th European Signal Processing Conference (EUSIPCO), 2075-2080, 2016 | 49 | 2016 |
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 | 43 | 2018 |
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 | 39 | 2018 |
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 | 32 | 2016 |
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 | 31 | 2016 |
Radar fall detectors: A comparison B Erol, M Amin, F Ahmad, B Boashash Radar Sensor Technology XX 9829, 349-357, 2016 | 28 | 2016 |
Simulation of human micro-Doppler signatures with Kinect sensor B Erol, C Karabacak, SZ Gürbüz, AC Gürbüz 2014 IEEE Radar Conference, 0863-0868, 2014 | 24 | 2014 |
Understanding deep neural networks performance for radar-based human motion recognition MG Amin, B Erol 2018 IEEE Radar Conference (RadarConf18), 1461-1465, 2018 | 22 | 2018 |
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 | 20 | 2016 |
Generalized pca fusion for improved radar human motion recognition B Erol, M Amin 2019 IEEE Radar Conference (RadarConf), 1-5, 2019 | 16 | 2019 |
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 | 15 | 2020 |