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Eye tracking
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=== Electric potential measurement === The third category uses electric potentials measured with electrodes placed around the eyes. The eyes are the origin of a steady electric potential field which can also be detected in total darkness and if the eyes are closed. It can be modelled to be generated by a dipole with its positive pole at the cornea and its negative pole at the retina. The electric signal that can be derived using two pairs of contact electrodes placed on the skin around one eye is called [[EOG|Electrooculogram (EOG)]]. If the eyes move from the centre position towards the periphery, the retina approaches one electrode while the cornea approaches the opposing one. This change in the orientation of the dipole and consequently the electric potential field results in a change in the measured EOG signal. Inversely, by analysing these changes in eye movement can be tracked. Due to the discretisation given by the common electrode setup, two separate movement components β a horizontal and a vertical β can be identified. A third EOG component is the radial EOG channel,<ref>Elbert, T., Lutzenberger, W., Rockstroh, B., Birbaumer, N., 1985. Removal of ocular artifacts from the EEG. A biophysical approach to the EOG. Electroencephalogr Clin Neurophysiol 60, 455-463.</ref> which is the average of the EOG channels referenced to some posterior scalp electrode. This radial EOG channel is sensitive to the saccadic spike potentials stemming from the extra-ocular muscles at the onset of saccades, and allows reliable detection of even miniature saccades.<ref>{{cite journal | last1 = Keren | first1 = A.S. | last2 = Yuval-Greenberg | first2 = S. | last3 = Deouell | first3 = L.Y. | year = 2010 | title = Saccadic spike potentials in gamma-band EEG: Characterization, detection and suppression | journal = NeuroImage | volume = 49 | issue = 3| pages = 2248β2263 | doi=10.1016/j.neuroimage.2009.10.057 | pmid=19874901| s2cid = 7106696 }}</ref> Due to potential drifts and variable relations between the EOG signal amplitudes and the saccade sizes, it is challenging to use EOG for measuring slow eye movement and detecting gaze direction. EOG is, however, a very robust technique for measuring [[saccade|saccadic eye movement]] associated with gaze shifts and detecting [[blink]]s. Contrary to video-based eye-trackers, EOG allows recording of eye movements even with eyes closed, and can thus be used in sleep research. It is a very light-weight approach that, in contrast to current video-based eye-trackers, requires low computational power, works under different lighting conditions and can be implemented as an embedded, self-contained [[wearable technology|wearable]] system.<ref>{{cite journal|last=Bulling|first=A. |author2=Roggen, D. |author3=TrΓΆster, G.|year=2009|title=Wearable EOG goggles: Seamless sensing and context-awareness in everyday environments|journal= Journal of Ambient Intelligence and Smart Environments|volume=1|pages=157β171|issue=2|doi=10.3233/AIS-2009-0020|hdl=20.500.11850/352886 |s2cid=18423163 |hdl-access=free}}</ref><ref>Sopic, D., Aminifar, A., & Atienza, D. (2018). e-glass: A wearable system for real-time detection of epileptic seizures. In IEEE International Symposium on Circuits and Systems (ISCAS).</ref> It is thus the method of choice for measuring eye movement in mobile daily-life situations and [[rapid eye movement sleep|REM]] phases during sleep. The major disadvantage of EOG is its relatively poor gaze-direction accuracy compared to a video tracker. That is, it is difficult to determine with good accuracy exactly where a subject is looking, though the time of eye movements can be determined.
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