• DocumentCode
    3032416
  • Title

    Autism, eye-tracking, entropy

  • Author

    Shic, Frederick ; Chawarska, Katarzyna ; Bradshaw, Jessica ; Scassellati, Brian

  • Author_Institution
    Yale Univ., New Haven, CT
  • fYear
    2008
  • fDate
    9-12 Aug. 2008
  • Firstpage
    73
  • Lastpage
    78
  • Abstract
    Using eye-tracking, we examine the scanning patterns of 2 year old and 4 year old toddlers with and without autism spectrum disorder as they view static images of faces. We use several measures, such as the entropy of scanning patterns, in order to characterize the differences in attention towards faces by these children. We find a differential pattern of both fine attention (towards specific regions of the face) as well as gross attention (looking at the faces at all) which seem to suggest different developmental trajectories for the two groups of children. We discuss the implications of these trends and the development of simple, effective, and robust measures and methodology for evaluating scanning patterns.
  • Keywords
    biocybernetics; cognition; entropy; eye; neurophysiology; paediatrics; age 2 yr; age 4 yr; autism spectrum disorder; developmental trajectories; eye tracking; fine attention; gross attention; scanning pattern entropy; scanning pattern evaluation; Autism; Computed tomography; Entropy; Information theory; Layout; Monitoring; Pediatrics; Robustness; Statistics; Variable speed drives; Markov; autism; entropy; eye-tracking; faces;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Development and Learning, 2008. ICDL 2008. 7th IEEE International Conference on
  • Conference_Location
    Monterey, CA
  • Print_ISBN
    978-1-4244-2661-4
  • Electronic_ISBN
    978-1-4244-2662-1
  • Type

    conf

  • DOI
    10.1109/DEVLRN.2008.4640808
  • Filename
    4640808