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Updated: Jun 14, 2026
07:09
Gaze in Action: Head-mounted Eye Tracking of Children's Dynamic Visual Attention During Naturalistic Behavior
Published on: November 14, 2018
Conceptual priorities shape individual gaze patterns during naturalistic visual attention
Amanda J Haskins1,2, Katherine O Packard1, Caroline E Robertson1
1Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH 03755.
Summary
Individual attention patterns during scene viewing are influenced by conceptual knowledge. Gaze behavior reflects stable, unique priorities organized in conceptual space, beyond just visual or spatial features.
Area of Science:
- Cognitive Science
- Neuroscience
- Computer Vision
Background:
- Human visual perception involves processing objects, places, and their relationships.
- Individual differences in conceptual knowledge may lead to varied attentional selection during scene viewing.
Purpose of the Study:
- To investigate if individual gaze patterns during naturalistic scene viewing reflect conceptual organization of attention.
- To determine if conceptual features explain unique variance in selective attention beyond spatial and visual information.
Main Methods:
- Sixty-one participants explored 100 real-world scenes in VR while their gaze was recorded.
- Gaze behavior was modeled using spatial, visual, and conceptual feature spaces, including embeddings from vision and language models.
- Individual differences in attention were analyzed across scenes and test-retest sessions.
Main Results:
- Participants showed stable and idiosyncratic gaze patterns, indicating trait-like individual differences in attention.
- Spatial, visual, and conceptual features each uniquely explained variance in gaze patterns.
- Conceptual features provided additional explanatory power beyond spatial and visual features alone, with language models being particularly effective.
Conclusions:
- Naturalistic visual attention is structured at multiple levels, including a conceptual level.
- Stable individual differences exist in how people prioritize information in complex visual environments.
- Conceptual understanding plays a significant role in shaping selective visual attention.
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