Detection of ADHD based on Eye Movements during Natural Viewing

1 code implementation • 4 Jul 2022 • Shuwen Deng, Paul Prasse, David R. Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger

Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder that is highly prevalent and requires clinical specialists to diagnose.

Discriminative Viewer Identification using Generative Models of Eye Gaze

no code implementations • 25 Mar 2020 • Silvia Makowski, Lena A. Jäger, Lisa Schwetlick, Hans Trukenbrod, Ralf Engbert, Tobias Scheffer

We study the problem of identifying viewers of arbitrary images based on their eye gaze.

Classification General Classification

Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye

no code implementations • 20 Jun 2019 • Lena A. Jäger, Silvia Makowski, Paul Prasse, Sascha Liehr, Maximilian Seidler, Tobias Scheffer

We study involuntary micro-movements of the eye for biometric identification.

A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements

no code implementations • 21 Sep 2018 • Silvia Makowski, Lena Jäger, Ahmed Abdelwahab, Niels Landwehr, Tobias Scheffer

We study whether a Fisher-SVM with this Fisher kernel and several reference methods are able to identify readers and estimate their level of text comprehension based on eye-tracking data.

Reading Comprehension