3 papers
eess.SP2020
American Sign Language Recognition Using RF Sensing
Sevgi Z. Gurbuz, Ali C. Gurbuz, Evie A. Malaia +7
Many technologies for human-computer interaction have been designed for hearing individuals and depend upon vocalized speech, precluding users of American Sign Language (ASL) in th…
eess.SP2020
Motion Classification using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures
Baris Erol, Sevgi Zubeyde Gurbuz, Moeness G. Amin
Deep neural networks (DNNs) have recently received vast attention in applications requiring classification of radar returns, including radar-based human activity recognition for se…
eess.SP2018
DNN Transfer Learning from Diversified Micro-Doppler for Motion Classification
Mehmet Saygin Seyfioglu, Baris Erol, Sevgi Zubeyde Gurbuz +1
Recently, deep neural networks (DNNs) have been the subject of intense research for the classification of radio frequency (RF) signals, such as synthetic aperture radar (SAR) image…