3 papers
cs.LG2020
Discriminative Viewer Identification using Generative Models of Eye Gaze
Silvia Makowski, Lena A. Jäger, Lisa Schwetlick +3
We study the problem of identifying viewers of arbitrary images based on their eye gaze. Psychological research has derived generative stochastic models of eye movements. In order…
cs.CV2019
Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye
Lena A. Jäger, Silvia Makowski, Paul Prasse +3
We study involuntary micro-movements of the eye for biometric identification. While prior studies extract lower-frequency macro-movements from the output of video-based eye-trackin…
cs.LG2018
A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements
Silvia Makowski, Lena Jäger, Ahmed Abdelwahab +2
We study the problem of inferring readers' identities and estimating their level of text comprehension from observations of their eye movements during reading. We develop a generat…