Influence of prior knowledge on eye movements to scenes as revealed by hidden Markov models

MA Pedziwiatr, S Heer, A Coutrot, PJ Bex… - Journal of …, 2023 - jov.arvojournals.org
Human visual experience usually provides ample opportunity to accumulate knowledge
about events unfolding in the environment. In typical scene perception experiments …

Observers' cognitive states modulate how visual inputs relate to gaze control.

O Kardan, JM Henderson, G Yourganov… - Journal of …, 2016 - psycnet.apa.org
Previous research has shown that eye-movements change depending on both the visual
features of our environment, and the viewer's top-down knowledge. One important question …

[HTML][HTML] Prior knowledge about events depicted in scenes decreases oculomotor exploration

MA Pedziwiatr, S Heer, A Coutrot, P Bex, I Mareschal - Cognition, 2023 - Elsevier
The visual input that the eyes receive usually contains temporally continuous information
about unfolding events. Therefore, humans can accumulate knowledge about their current …

Scanpath modeling and classification with hidden Markov models

A Coutrot, JH Hsiao, AB Chan - Behavior research methods, 2018 - Springer
How people look at visual information reveals fundamental information about them; their
interests and their states of mind. Previous studies showed that scanpath, ie, the sequence …

Learning rational temporal eye movement strategies

D Hoppe, CA Rothkopf - Proceedings of the National …, 2016 - National Acad Sciences
During active behavior humans redirect their gaze several times every second within the
visual environment. Where we look within static images is highly efficient, as quantified by …

Eye movements show optimal average anticipation with natural dynamic scenes

E Vig, M Dorr, T Martinetz, E Barth - Cognitive Computation, 2011 - Springer
A less studied component of gaze allocation in dynamic real-world scenes is the time lag of
eye movements in responding to dynamic attention-capturing events. Despite the vast …

Gaze allocation in natural stimuli: Comparing free exploration to head-fixed viewing conditions

B Marius't Hart, J Vockeroth, F Schumann, K Bartl… - Visual …, 2009 - Taylor & Francis
“Natural” gaze is typically measured by tracking eye positions during scene presentation in
laboratory settings. How informative are such investigations for real-world conditions? Using …

[HTML][HTML] Characterising eye movement events with an Unsupervised hidden Markov model

M Lüken, Š Kucharský, I Visser - Journal of Eye Movement …, 2022 - ncbi.nlm.nih.gov
Eye-tracking allows researchers to infer cognitive processes from eye movements that are
classified into distinct events. Parsing the events is typically done by algorithms. Here we …

[HTML][HTML] Eye movements reflect active statistical learning

J Arato, CA Rothkopf, J Fiser - Journal of Vision, 2024 - tvst.arvojournals.org
What is the link between eye movements and sensory learning? Although some theories
have argued for an automatic interaction between what we know and where we look that …

Predicting cognitive state from eye movements

JM Henderson, SV Shinkareva, J Wang, SG Luke… - PloS one, 2013 - journals.plos.org
In human vision, acuity and color sensitivity are greatest at the center of fixation and fall off
rapidly as visual eccentricity increases. Humans exploit the high resolution of central vision …