Sensing-Enhanced Therapy System for Assessing Children With Autism Spectrum Disorders: A Feasibility Study

被引:24
作者
Cai, Haibin [1 ]
Fang, Yinfeng [1 ]
Jue, Zhaojie [1 ]
Costescu, Cristina [2 ]
David, Daniel [2 ]
Billing, Erik [3 ]
Ziemke, Tom [3 ,4 ]
Thill, Serge [5 ]
Belpaeme, Tony [5 ]
Vanderborght, Bram [6 ,7 ]
Vernon, David [8 ]
Richardson, Kathleen [9 ]
Liu, Honghai [1 ]
机构
[1] Univ Portsmouth, Sch Comp, Portsmouth PO1 2UP, Hants, England
[2] Babes Bolyai Univ, Dept Clin Psychol & Psychotherapy, Cluj Napoca 400084, Romania
[3] Univ Skovde, Interact Lab, Sch Informat, S-54128 Skovde, Sweden
[4] Linkoping Univ, Dept Comp & Informat Sci, S-58183 Linkoping, Sweden
[5] Univ Plymouth, Sch Comp Elect & Math, Plymouth PL4 8AA, Devon, England
[6] Vrije Univ Brussel, Dept Mech Engn, B-1050 Ixelles, Belgium
[7] Flanders Make, B-3920 Lommel, Belgium
[8] Carnegie Mellon Univ Africa, Dept Elect & Comp Engn, Kigali, Rwanda
[9] De Montfort Univ, Sch Comp Sci & Informat, Leicester LE1 9BH, Leics, England
关键词
Sensing-enhanced; autonomy; autism spectrum disorders; therapy; INTERVENTION; COMMUNICATION; ROBOTS;
D O I
10.1109/JSEN.2018.2877662
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
It is evident that recently reported robot-assisted therapy systems for assessment of children with autism spectrum disorder (ASD) lack autonomous interaction abilities and require significant human resources. This paper proposes a sensing system that automatically extracts and fuses sensory features, such as body motion features, facial expressions, and gaze features, further assessing the children behaviors by mapping them to therapist-specified behavioral classes. Experimental results show that the developed system has a capability of interpreting characteristic data of children with ASD, thus has the potential to increase the autonomy of robots under the supervision of a therapist and enhance the quality of the digital description of children with ASD. The research outcomes pave the way to a feasible machine-assisted system for their behavior assessment.
引用
收藏
页码:1508 / 1518
页数:11
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