Design of an Interactive Virtual Reality System, InViRS, for Joint Attention Practice in Autistic Children

被引:30
作者
Amat, Ashwaq Z. [1 ]
Zhao, Huan [1 ]
Swanson, Amy [2 ]
Weitlauf, Amy S. [3 ]
Warren, Zachary [3 ]
Sarkar, Nilanjan [4 ,5 ,6 ]
机构
[1] Vanderbilt Univ, Robot & Autonomous Syst Lab, Dept Elect Engn & Comp Sci, Nashville, TN 37235 USA
[2] Vanderbilt Kennedy Ctr, Treatment & Res Inst Autism Spectrum Disorders, Nashville, TN 37203 USA
[3] Vanderbilt Univ, Med Ctr, Treatment & Res Inst Autism Spectrum Disorders, Dept Pediat, Nashville, TN 37203 USA
[4] Vanderbilt Univ, Dept Elect Engn & Comp Sci, Nashville, TN 37212 USA
[5] Vanderbilt Univ, Dept Mech Engn, Nashville, TN 37212 USA
[6] Vanderbilt Univ, Robot & Autonomous Syst Lab, Nashville, TN 37212 USA
关键词
Games; Avatars; Real-time systems; Autism; Visualization; Licenses; Adaptive systems; Intelligent system; autonomous systems; virtual reality; human computer interaction; gaze tracking; joint attention; MOST PROMPTING PROCEDURE; SPECTRUM DISORDER; HUMAN INFANTS; EYE-TRACKING; LEAST; INTERVENTIONS; INDIVIDUALS; SKILLS; HEAD;
D O I
10.1109/TNSRE.2021.3108351
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Many children with Autism Spectrum Disorder (ASD) exhibit atypical gaze behaviors related to joint attention, a fundamental social-communication skill. Specifically, children with ASD show differences in the skills of gaze sharing and gaze following. In this work we present a novel virtual reality (VR)-based system, called InViRS, in which children with ASD play games allowing them to practice gaze sharing and gaze following. InViRS has three main design contributions: (i) a closed-loop joint attention paradigm with real-time tracking of the participant's eye gaze and game performance measures, (ii) an assistive feedback mechanism that provides guidance and hints in real time, and (iii) a controller that adaptively changes the avatar's gaze prompts according to the performance measures. Results from a pilot study to evaluate the feasibility of InViRS with 9 autistic(1) children and 9 typically developing (TD) children offered preliminary support for the feasibility of successful gameplay as well as positive impacts on the targeted skills of gaze sharing and gaze following.
引用
收藏
页码:1866 / 1876
页数:11
相关论文
共 47 条
  • [1] Design of an Assistive Avatar in Improving Eye Gaze Perception in Children with ASD During Virtual Interaction
    Amat, Ashwaq Zaini
    Swanson, Amy
    Weitlauf, Amy
    Warren, Zachary
    Sarkar, Nilanjan
    [J]. UNIVERSAL ACCESS IN HUMAN-COMPUTER INTERACTION: METHODS, TECHNOLOGIES, AND USERS, UAHCI 2018, PT I, 2018, 10907 : 463 - 474
  • [2] Battocchi A., 2008, Proceedings of the 7th International Conference series on disability, virtual reality and associated technologies (ICDVRAT), Maia, Portugal, P127
  • [3] Online Engagement Detection and Task Adaptation in a Virtual Reality Based Driving Simulator for Autism Intervention
    Bian, Dayi
    Wade, Joshua
    Warren, Zachary
    Sarkar, Nilanjan
    [J]. UNIVERSAL ACCESS IN HUMAN-COMPUTER INTERACTION: USERS AND CONTEXT DIVERSITY, PT III, 2016, 9739 : 538 - 547
  • [4] A systematic review and meta-regression analysis of social functioning correlates in autism and typical development
    Bottema-Beutel, Kristen
    Kim, So Yoon
    Crowley, Shannon
    [J]. AUTISM RESEARCH, 2019, 12 (02) : 152 - 175
  • [5] Associations between joint attention and language in autism spectrum disorder and typical development: A systematic review and meta-regression analysis
    Bottema-Beutel, Kristen
    [J]. AUTISM RESEARCH, 2016, 9 (10) : 1021 - 1035
  • [6] Joint attention difficulties in autistic adults: An interactive eye-tracking study
    Caruana, Nathan
    Ham, Heidi Stieglitz
    Brock, Jon
    Woolgar, Alexandra
    Kloth, Nadine
    Palermo, Romina
    McArthur, Genevieve
    [J]. AUTISM, 2018, 22 (04) : 502 - 512
  • [7] A novel approach to training attention and gaze in ASD: A feasibility and efficacy pilot study
    Chukoskie, Leanne
    Westerfield, Marissa
    Townsend, Jeanne
    [J]. DEVELOPMENTAL NEUROBIOLOGY, 2018, 78 (05) : 546 - 554
  • [8] Constantino J. N., 2012, Social responsive scale (srs) manual
  • [9] Joint Attention Simulation Using Eye-Tracking and Virtual Humans
    Courgeon, Matthieu
    Rautureau, Gilles
    Martin, Jean-Claude
    Grynszpan, Ouriel
    [J]. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2014, 5 (03) : 238 - 250
  • [10] Gaze Performance in Children with Autism Spectrum Disorder when Observing Communicative Actions
    Falck-Ytter, Terje
    Fernell, Elisabeth
    Hedvall, Asa Lundholm
    von Hofsten, Claes
    Gillberg, Christopher
    [J]. JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS, 2012, 42 (10) : 2236 - 2245