Browsing by Author Gürbüz, Sevgi Zübeyde

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Issue DateTitleAuthor(s)
2015Data-Dependent Micro-Doppler Feature SelectionErol, Barış; Çağlıyan, Bahri; Tekeli, Bürkan; Gürbüz, Sevgi Zübeyde
2018Data-driven cepstral and neural learning of features for robust micro-Doppler classificationErol, Barış; Seyfioğlu, Mehmet Saygın; Gürbüz, Sevgi Zübeyde; Amin, Moeness
Aug-2018Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activitiesSeyfioğlu, Mehmet Saygın; Özbayoğlu, Ahmet Murat ; Gürbüz, Sevgi Zübeyde
2017Deep Learning of Micro-Doppler Features for Aided and Unaided Gait RecognitionSeyfioğlu, Mehmet Saygın; Gürbüz, Sevgi Zübeyde; Özbayoğlu, Ahmet Murat ; Yüksel, Melda
2017Deep Neural Network Initialization Methods for Micro-Doppler Classification With Low Training Sample SupportSeyfioğlu, Mehmet Saygın; Gürbüz, Sevgi Zübeyde
2014Design Study of a Short-Range Airborne UAV Radar for Human MonitoringGürbüz, Sevgi Zübeyde; Kaynak, Ünver ; Özkan, Bertan; Kocaman, Ozan Can; Kıyıcı, Firat; Tekeli, Burkam
2018Diversified Radar Micro-Doppler Simulations as Training Data for Deep Residual Neural NetworksSeyfioğlu, Mehmet Saygın; Erol, Barış; Gürbüz, Sevgi Zübeyde; Amin, Moeness G.
Dec-2019DNN Transfer Learning From Diversified Micro-Doppler for Motion ClassificationSeyfioğlu, Mehmet Saygın; Erol, Barış; Gürbüz, Sevgi Zübeyde; Amin, Moeness G.
2015Exploring the Skies: Technological Challenges in Radar AeroecologyGürbüz, Sevgi Zübeyde; Reynolds, Don R.; Koistinen, Jarmo; Liechti, Felix; Leijnse, Hidde; Shamoun-Baranes, Judy; Chapman, Jason W.
26-Oct-2017Feature diverse hierarchical classification of human gait with CW radar for assisted livingSeyfioğlu, Mehmet Saygın; Serinöz, A.; Özbayoğlu, Ahmet Murat ; Gürbüz, Sevgi Zübeyde
2013Feature Selection for Classification of Human Micro-DopplerGürbüz, Sevgi Zübeyde; Tekeli, Bürkan; Karabacak, Cesur; Yüksel, Melda
2014Human Activity Recognition Using a Low Cost, COTS Radar NetworkÇağlıyan, Bahri; Karabacak, Cesur; Gürbüz, Sevgi Zübeyde
2016Hyperbolically-Warped Cepstral Coefficients for Improved Micro-Doppler ClassificationErol, Barış; Gürbüz, Sevgi Zübeyde
2013Importance Ranking of Features for Human Micro-Doppler Classification with a Radar NetworkGürbüz, Sevgi Zübeyde; Tekeli, Bürkan; Yüksel, Melda; Karabacak, Cesur; Gürbüz, Ali Cafer; Guldogan, Mehmet Burak
2015Indoor Fall Detection Using a Network of Seismic SensorsSümer, Halil İbrahim; Gürbüz, Sevgi Zübeyde
May-2016Information-Theoretic Feature Selection for Human Micro-Doppler Signature ClassificationTekeli, Bürkan; Gürbüz, Sevgi Zübeyde; Yüksel, Melda
2015A Kinect-Based Human Micro-Doppler SimulatorErol, Barış; Karabacak, Cesur; Gürbüz, Sevgi Zübeyde
2015Micro-Doppler-Based Human Activity Classification Using the Mote-Scale BumbleBee RadarÇağlıyan, Bahri; Gürbüz, Sevgi Zübeyde
2017Micro-Doppler-based in-home aided and unaided walking recognition with multiple radar and sonar systemsGürbüz, Sevgi Zübeyde; Clemente, Carmine; Balleri, Alessio; Soraghan, John J.
2013Mutual Information of Features Extracted from Human Micro-DopplerTekeli, Bürkan; Gürbüz, Sevgi Zübeyde; Yüksel, Melda