ArticleVision research2017
The categories, frequencies, and stability of idiosyncratic eye-movement patterns to faces.
Article in Vision research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
31 citing papers in PubMed, 55 citations in OpenAlex.
- Face memory is shaped more by fixation durations and sequences than by where observers fixate within the face.Journal of vision · 2026Article
- A visual perceptual perspective on gaze in social robotics.Psychonomic bulletin & review · 2026Review
- Individual gaze preferences and attentional cues interact in masked and unmasked face recognition.Attention, perception & psychophysics · 2026Article
- Impact of mask-wearing on emotion recognition accuracy and fixation duration in young children.Frontiers in psychology · 2026Article
- Consistent Eye Movement Patterns in Static and Dynamic Face Recognition: A Hidden Markov Model Study.Brain sciences · 2025Article
- Facial feature representations in visual working memory: A reverse correlation study.Journal of vision · 2025Article
- Binocular cues to 3D face structure increase activation in depth-selective visual cortex with negligible effects in face-selective areas.Journal of vision · 2025Article
- Facial features associated with fear and happiness attract gaze during brief exposure without enhancing emotion recognition.Scientific reports · 2025Article
- Distinct contributions of foveal and extrafoveal visual information to emotion judgments and gaze behavior for faces.Journal of vision · 2025Article
- Understanding the role of eye movement pattern and consistency during face recognition through EEG decoding.NPJ science of learning · 2025Article
- Expectations guide predictive eye movements and information sampling during face recognition.iScience · 2024Article
- Idiosyncratic fixation patterns generalize across dynamic and static facial expression recognition.Scientific reports · 2024Article
- Insights into the relationship between eye movements and personality traits in restricted visual fields.Scientific reports · 2024Article
- Inactivation of face-selective neurons alters eye movements when free viewing faces.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Stable eye versus mouth preference in a live speech-processing task.Scientific reports · 2023Article
- Looking at faces in the wild.Scientific reports · 2023Article
- Stimulus size modulates idiosyncratic neural face identity discrimination.Journal of vision · 2022Article
- Perceptive Hierarchy of Facial Skin Lesions: An Eye-tracking Study.Acta dermato-venereologica · 2022Article
- Characteristic fixation biases in Super-Recognizers.Journal of vision · 2022Article
- From eye to arrow: Attention capture by direct gaze requires more than just the eyes.Attention, perception & psychophysics · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 3 countries.
Funding
Abstract
The spatial pattern of eye-movements to faces considered typical for neurologically healthy individuals is a roughly T-shaped distribution over the internal facial features with peak fixation density tending toward the left eye (observer's perspective). However, recent studies indicate that striking deviations from this classic pattern are common within the population and are highly stable over time. The classic pattern actually reflects the average of these various idiosyncratic eye-movement patterns across individuals. The natural categories and respective frequencies of different types of idiosyncratic eye-movement patterns have not been specifically investigated before, so here we analyzed the spatial patterns of eye-movements for 48 participants to estimate the frequency of different kinds of individual eye-movement patterns to faces in the normal healthy population. Four natural clusters were discovered such that approximately 25% of our participants' fixation density peaks clustered over the left eye region (observer's perspective), 23% over the right eye-region, 31% over the nasion/bridge region of the nose, and 20% over the region spanning the nose, philthrum, and upper lips. We did not find any relationship between particular idiosyncratic eye-movement patterns and recognition performance. Individuals' eye-movement patterns early in a trial were more stereotyped than later ones and idiosyncratic fixation patterns evolved with time into a trial. Finally, while face inversion strongly modulated eye-movement patterns, individual patterns did not become less distinct for inverted compared to upright faces. Group-averaged fixation patterns do not represent individual patterns well, so exploration of such individual patterns is of value for future studies of visual cognition.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.