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Spatial statistics for gaze patterns in scene viewing

  • Scene viewing is used to study attentional selection in complex but still controlled environments. One of the main observations on eye movements during scene viewing is the inhomogeneous distribution of fixation locations: While some parts of an image are fixated by almost all observers and are inspected repeatedly by the same observer, other image parts remain unfixated by observers even after long exploration intervals. Here, we apply spatial point process methods to investigate the relationship between pairs of fixations. More precisely, we use the pair correlation function, a powerful statistical tool, to evaluate dependencies between fixation locations along individual scanpaths. We demonstrate that aggregation of fixation locations within 4 degrees is stronger than expected from chance. Furthermore, the pair correlation function reveals stronger aggregation of fixations when the same image is presented a second time. We use simulations of a dynamical model to show that a narrower spatial attentional span may explain differencesScene viewing is used to study attentional selection in complex but still controlled environments. One of the main observations on eye movements during scene viewing is the inhomogeneous distribution of fixation locations: While some parts of an image are fixated by almost all observers and are inspected repeatedly by the same observer, other image parts remain unfixated by observers even after long exploration intervals. Here, we apply spatial point process methods to investigate the relationship between pairs of fixations. More precisely, we use the pair correlation function, a powerful statistical tool, to evaluate dependencies between fixation locations along individual scanpaths. We demonstrate that aggregation of fixation locations within 4 degrees is stronger than expected from chance. Furthermore, the pair correlation function reveals stronger aggregation of fixations when the same image is presented a second time. We use simulations of a dynamical model to show that a narrower spatial attentional span may explain differences in pair correlations between the first and the second inspection of the same image.zeige mehrzeige weniger

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Metadaten
Verfasserangaben:Hans Arne TrukenbrodORCiD, Simon BarthelmeORCiD, Felix A. WichmannORCiD, Ralf EngbertORCiDGND
DOI:https://doi.org/10.1167/19.6.5
ISSN:1534-7362
Pubmed ID:https://pubmed.ncbi.nlm.nih.gov/31173630
Titel des übergeordneten Werks (Englisch):Journal of vision
Untertitel (Englisch):effects of repeated viewing
Verlag:Association for Research in Vision and Opthalmology
Verlagsort:Rockville
Publikationstyp:Wissenschaftlicher Artikel
Sprache:Englisch
Datum der Erstveröffentlichung:07.06.2019
Erscheinungsjahr:2019
Datum der Freischaltung:28.01.2021
Freies Schlagwort / Tag:pair correlation function; scene viewing; spatial correlations
Band:19
Ausgabe:5
Seitenanzahl:19
Erste Seite:1
Letzte Seite:19
Fördernde Institution:Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)German Research Foundation (DFG) [EN 471/13-1]; Collaborative Research Centre [SFB 1294, B05]; Bundesministerium fur Bildung und Forschung (BMBF) via Bernstein Center for Computational Neuroscience BerlinFederal Ministry of Education & Research (BMBF) [01GQ1001F]; ANR grantFrench National Research Agency (ANR) [ANR-16-CE23-0008]
Organisationseinheiten:Humanwissenschaftliche Fakultät / Strukturbereich Kognitionswissenschaften / Department Psychologie
DDC-Klassifikation:1 Philosophie und Psychologie / 15 Psychologie / 150 Psychologie
Publikationsweg:Open Access / Gold Open-Access
Lizenz (Deutsch):License LogoCC-BY-NC-ND - Namensnennung, nicht kommerziell, keine Bearbeitungen 4.0 International
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