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Yıl 2022, Cilt: 21 , 110 - 115, 31.12.2022
https://doi.org/10.55549/epstem.1224982

Öz

Analysis of Eye Movements with 2D Images Obtained by EOG Signals

Yıl 2022, Cilt: 21 , 110 - 115, 31.12.2022
https://doi.org/10.55549/epstem.1224982

Öz

EOG signals are used for diagnosing of various eye diseases and dysfunctions and eye movement
monitoring in neurological disorders. It has also been used as a source signal for various electronic systems and
human-machine interfaces, especially in recent years, since the movements of the eye in the horizontal and
vertical axis and blinking movements can be detected by EOG. In using EOG signals as source signals, it is
necessary to analyze this signal and use various features extracted from the signal. In this study, EOG signals
from one of the authors were used with the Biopac MP30 device within the scope of the Sakarya University
Electrical and Electronics Engineering, Biomedical Laboratory course. EOG signs were used in four classes
looking up, down, right and left. Scalogram matrices are extracted for each movement in the EOG signals with
the continuous wavelet transform. As a result of the imaging of the scalogram matrices, it was seen that there
were significant differences in the images of the four classes. It is predicted that the results of the analysis made
on the images can improve the accuracy rates in classification systems according to one-dimensional analysis
methods when used together with expert systems.

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Ayrıntılar

Birincil Dil İngilizce
Konular Mühendislik
Bölüm Makaleler
Yazarlar

Yurdagul Karagoz-sahın

Mehmet Recep Bozkurt

Elcin Kılıc

Yayımlanma Tarihi 31 Aralık 2022
Yayımlandığı Sayı Yıl 2022Cilt: 21

Kaynak Göster

APA Karagoz-sahın, Y., Bozkurt, M. R., & Kılıc, E. (2022). Analysis of Eye Movements with 2D Images Obtained by EOG Signals. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 21, 110-115. https://doi.org/10.55549/epstem.1224982