Elektrik Elektronik Mühendisliği Bölümü Yayın Koleksiyonu by Institution Author "Bekiryazıcı, Tahir"

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Driver Drowsiness Detection using MobileNets and Long Short-term Memory

Aydemir, Gürkan; Kurnaz, Oguzhan; Bekiryazıcı, Tahir; Avcı, Adem; Kocakulak, Mustafa (Institute of Electrical and Electronics Engineers Inc., 2021)

Deep learning has been studied extensively for driver drowsiness detection using video data. However, since the proposed deep learning methods are computationally cumbersome, the commercial driver drowsiness detection ...
ECG Compression method based on convolutional autoencoder and discrete wavelet transform

Bekiryazıcı, Tahir; Gürkan, Hakan (Institute of Electrical and Electronics Engineers Inc., 2020)

In this work, a compression method based on one dimensional convolutional autocoder architecture and wavelet transform is proposed for the compression of ECG signals. The proposed method is tested on the MIT-BIH Arrhythmia ...