DocumentCode
33808
Title
A Wearable Camera Detects Gaze Peculiarities during Social Interactions in Young Children with Pervasive Developmental Disorders
Author
Magrelli, Silvia ; Noris, Basilio ; Jermann, Patrick ; Ansermet, Francois ; Hentsch, Francois ; Nadel, Jacqueline ; Billard, Aude G.
Author_Institution
Learning Algorithms & Syst. Lab., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Volume
6
Issue
4
fYear
2014
fDate
Dec. 2014
Firstpage
274
Lastpage
285
Abstract
We report on the study of gazes, conducted on children with pervasive developmental disorders (PDD), by using a novel head-mounted eye-tracking device called the WearCam. Due to the portable nature of the WearCam, we are able to monitor naturalistic interactions between the children and adults. The study involved a group of 3- to 11-year-old children ( n=13) with PDD compared to a group of typically developing (TD) children ( n=13) between 2- and 6-years old. We found significant differences between the two groups, in terms of the proportion and the frequency of episodes of directly looking at faces during the whole set of experiments. We also conducted a differentiated analysis, in two social conditions, of the gaze patterns directed to an adult´s face when the adult addressed the child either verbally or through facial expression of emotion. We observe that children with PDD show a marked tendency to look more at the face of the adult when she makes facial expressions rather than when she speaks.
Keywords
behavioural sciences; biomedical equipment; biomedical measurement; cameras; eye; gaze tracking; medical disorders; PDD; WearCam; age 2 yr to 11 yr; differentiated analysis; facial expressions; gaze peculiarity detection; naturalistic interactions; pervasive developmental disorders; portable head mounted eye tracking device; social interactions; wearable camera; young children; Autism; Cameras; Speech; Tracking; Visualization; Wearable sensors; Atypical gaze to human faces; eye-tracking; facial expressions; pervasive developmental disorders; social attention; social sounds; visual perception;
fLanguage
English
Journal_Title
Autonomous Mental Development, IEEE Transactions on
Publisher
ieee
ISSN
1943-0604
Type
jour
DOI
10.1109/TAMD.2014.2327812
Filename
6824770
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