Identifying fixations and saccades in eye-tracking protocols
ETRA '00 Proceedings of the 2000 symposium on Eye tracking research & applications
Eye-gaze interaction for mobile phones
Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
Rapid Prototyping of Activity Recognition Applications
IEEE Pervasive Computing
Qualitative and quantitative scoring and evaluation of the eye movement classification algorithms
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications
Real time eye movement identification protocol
CHI '10 Extended Abstracts on Human Factors in Computing Systems
Toward Mobile Eye-Based Human-Computer Interaction
IEEE Pervasive Computing
Eye Movement Analysis for Activity Recognition Using Electrooculography
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detection of smooth pursuits using eye movement shape features
Proceedings of the Symposium on Eye Tracking Research and Applications
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Eye tracking research in human-computer interaction and experimental psychology traditionally focuses on stationary devices and a small number of common eye movements. The advent of pervasive eye tracking promises new applications, such as eye-based mental health monitoring or eye-based activity and context recognition. These applications might require further research on additional eye movement types such as smooth pursuits and the vestibulo-ocular reflex as these movements have not been studied as extensively as saccades, fixations and blinks. In this paper we report our first step towards an effective discrimination of these movements. In a user study we collect naturalistic eye movements from 19 people using the two most common measurement techniques (EOG and IR-based). We develop a set of basic signal features that we extract from the collected eye movement data and show that a feature-based approach has the potential to discriminate between saccades, smooth pursuits, and vestibulo-ocular reflex movements.