title: Fixation durations in scene viewing: Modeling the effects of local image features, oculomotor parameters, and task.
abstract: Scene perception requires the orchestration of image- and task-related processes with oculomotor constraints. The present study was designed to investigate how these factors influence how long the eyes remain fixated on a given location. Linear mixed models (LMMs) were used to test whether local image statistics (including luminance, luminance contrast, edge density, visual clutter, and the number of homogeneous segments), calculated for 1° circular regions around fixation locations, modulate fixation durations, and how these effects depend on task-related control. Fixation durations and locations were recorded from 72 participants, each viewing 135 scenes under three different viewing instructions (memorization, preference judgment, and search). Along with the image-related predictors, the LMMs simultaneously considered a number of oculomotor and spatiotemporal covariates, including the amplitudes of the previous and next saccades, and viewing time. As a key finding, the local image features around the current fixation predicted this fixation's duration. For instance, greater luminance was associated with shorter fixation durations. Such immediacy effects were found for all three viewing tasks. Moreover, in the memorization and preference tasks, some evidence for successor effects emerged, such that some image characteristics of the upcoming location influenced how long the eyes stayed at the current location. In contrast, in the search task, scene processing was not distributed across fixation durations within the visual span. The LMM-based framework of analysis, applied to the control of fixation durations in scenes, suggests important constraints for models of scene perception and search, and for visual attention in general.
authors.affiliation: Psychology Department, School of Philosophy, Psychology and Language Sciences, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK. Antje.Nuthmann@ed.ac.uk.
authors.forename: Antje
authors.identifier: http://orcid.org/0000-0003-3338-3434
authors.initials: A
authors.lastname: Nuthmann
mesh_terms: D000328:Adult; D001288:Attention; D005260:Female; D005364:Field Dependence-Independence; D005403:Fixation, Ocular; D006801:Humans; D007600:Judgment; D016014:Linear Models; D008297:Male; D011939:Mental Recall; D009949:Orientation; D010364:Pattern Recognition, Visual; D012438:Saccades; D013997:Time Factors; D055815:Young Adult
keywords: Fixation durations; Image features; Linear mixed models; Naturalistic scenes; Search