Can viewer proximity be a behavioural marker for Autism Spectrum Disorder?

Screening for any of the Autism Spectrum Disorders is a complicated process often involving a hybrid of behavioural observations and questionnaire based tests. Typically carried out in a controlled setting, this process requires trained clinicians or psychiatrists for such assessments. Riding on the wave of technical advancement in mobile platforms, several attempts have been made at incorporating such assessments on mobile and tablet devices. In this paper we analyse videos generated using one such screening test. This paper reports the first use of the efficacy of using the observer’s distance from the display screen while administering a sensory sensitivity test as a behavioural marker for Autism for children aged 2-7 years. The potential for using a test such as this in casual home settings is promising.

[1]  J. Guercio,et al.  Applied Behavior Analysis and the Autism Diagnostic Observation Schedule (ADOS): a Symbiotic Relationship for Advancements in Services for Individuals with Autism Spectrum Disorders (ASDs) , 2015, Behavior analysis in practice.

[2]  S. Baron-Cohen,et al.  Talent in autism: hyper-systemizing, hyper-attention to detail and sensory hypersensitivity , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[3]  E. Walker,et al.  Diagnostic and Statistical Manual of Mental Disorders , 2013 .

[4]  Georgios Tzimiropoulos,et al.  How Far are We from Solving the 2D & 3D Face Alignment Problem? (and a Dataset of 230,000 3D Facial Landmarks) , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

[5]  R. Snyder Anthropometry of infants, children and youths to age 18 for product safety design. Final report , 1977 .

[6]  Fernando De la Torre,et al.  Supervised Descent Method and Its Applications to Face Alignment , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

[7]  Connie Kasari,et al.  Parent–child interactions in autism: Characteristics of play , 2013, Autism : the international journal of research and practice.

[8]  Cristian Sminchisescu,et al.  3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children with Autism , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[9]  Jonathan Green,et al.  Parent-mediated social communication therapy for young children with autism (PACT): long-term follow-up of a randomised controlled trial , 2016, The Lancet.

[10]  Gang Ren,et al.  Categorical Timeline Allocation and Alignment for Diagnostic Head Movement Tracking Feature Analysis , 2019, CVPR Workshops.

[11]  Anibal Gutierrez,et al.  Objective measurement of head movement differences in children with and without autism spectrum disorder , 2018, Molecular Autism.

[12]  A. Kolevzon,et al.  Measuring Sensory Reactivity in Autism Spectrum Disorder: Application and Simplification of a Clinician-Administered Sensory Observation Scale , 2016, Journal of autism and developmental disorders.

[13]  James M. Rehg,et al.  Decoding Children's Social Behavior , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

[14]  Guillermo Sapiro,et al.  Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study , 2018, npj Digital Medicine.