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Removing the Interdependency between Horizontal and Vertical Eye-Movement Components in Electrooculograms

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Abstract

This paper introduces a method to remove the unwanted interdependency between vertical and horizontal eye-movement components in electrooculograms (EOGs). EOGs have been widely used to estimate eye movements without a camera in a variety of human-computer interaction (HCI) applications using pairs of electrodes generally attached either above and below the eye (vertical EOG) or to the left and right of the eyes (horizontal EOG). It has been well documented that the vertical EOG component has less stability than the horizontal EOG one, making accurate estimation of the vertical location of the eyes difficult. To address this issue, an experiment was designed in which ten subjects participated. Visual inspection of the recorded EOG signals showed that the vertical EOG component is highly influenced by horizontal eye movements, whereas the horizontal EOG is rarely affected by vertical eye movements. Moreover, the results showed that this interdependency could be effectively removed by introducing an individual constant value. It is therefore expected that the proposed method can enhance the overall performance of practical EOG-based eye-tracking systems.This work was supported in part by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. 2014R1A2A1A11051796) and in part by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (NRF-2014R1A1A2A16052334). The authors would like to thank J. Lim and D. Jeon for their assistance in the experiments

Topics: electrooculogram (EOG), EOG calibration, eye tracking, bio-signal processing
Publisher: MDPI AG
Year: 2016
DOI identifier: 10.3390/s16020227
OAI identifier: oai:repository.hanyang.ac.kr:20.500.11754/34933
Provided by: HANYANG Repository
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