MOSTEFA MESBAH received the Ph.D. degree in electrical and computer engineering from the University of Colorado at Boulder, Colorado, USA, in 1993. He joined Sultan Qaboos University (SQU), Oman, in 2014. He was a Lecturer with the University of Colorado at Boulder and the Queensland University of Technology, Australia, and a Research and Senior Research Fellow with the University of Queensland, Australia, and the University of Western Australia, Australia. He is currently an Associate Professor with the Department of Electrical and Computer Engineering, SQU, and an Adjunct Senior Research Fellow with the School of Computer Science and Software Engineering, University of Western Australia, Australia. He has authored in the area of signal processing and its applications (more than 120 publications in international journals and conferences) and supervised more than ten Ph.D. students. He was a Lead Guest Editor of the EURASIP Journal on Advances in Non-Stationary Electrophysiological Signal Analysis of the Special Issue on Processing in 2012. His recent research interests are in the areas of signal and image processing and their biomedical applications.
JTEHM, Articles, Published ArticlesA Transform-Based Feature Extraction Approach for Motor Imagery Tasks Classification
In this paper, we present a new motor imagery classification method in the context of electroencephalography (EEG)-based brain–computer interface (BCI). This method uses a signal-dependent orthogonal transform, referred to as linear prediction singular value decomposition (LP-SVD), for feature extraction. The... Read more
Posted on 17 NOV 2015