1
views
0
recommends
+1 Recommend
2 collections
    0
    shares
      • Record: found
      • Abstract: found
      • Article: found

      Interactive video-player to improve social smile in individuals with autism spectrum disorder

      Read this article at

      ScienceOpenPublisher
      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          Purpose

          The purpose of this paper is to propose and develop a live interaction-based video player system named LIV4Smile for the improvement of the social smile in individuals with autism spectrum disorder (ASD).

          Design/methodology/approach

          The proposed LIV4Smile intervention was a video player that operated by detecting smile using a convolutional neural network (CNN)-based algorithm. To maintain a live interaction, a CNN-based smile detector was configured and used in this system. The statistical test was also conducted to validate the performance of the system.

          Findings

          The significant improvement was observed in smile responses of individuals with ASD with the utilization of the proposed LIV4Smile system in a real-time environment.

          Research limitations/implications

          A small sample size and clinical utilizing for validation and initial training of ASD individuals for LIV4Smile could be considered under implications.

          Originality/value

          The main aim of this study was to address the inclusive practices for children with autism. The proposed CNN algorithm-based LIV4Smile intervention resulted in high accuracy in facial smile detection.

          Related collections

          Most cited references 53

          • Record: found
          • Abstract: not found
          • Article: not found

          Gradient-based learning applied to document recognition

           Y Lecun,  L. Bottou,  Y Bengio (1998)
            Bookmark
            • Record: found
            • Abstract: not found
            • Conference Proceedings: not found

            The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression

              Bookmark
              • Record: found
              • Abstract: not found
              • Article: not found

              Autism Diagnostic Interview-Revised: A revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders

                Bookmark

                Author and article information

                Contributors
                Journal
                AIA
                10.1108/AIA
                Advances in Autism
                AIA
                Emerald Publishing
                2056-3868
                09 December 2019
                21 April 2020
                : 6
                : 2
                : 109-119
                Affiliations
                IKG Punjab Technical University , Kapurthala, India
                Computer Science and Engineering, CT Institute of Engineering Management and Technology, Jalandhar, India
                Khalsa College of Engineering and Technology, Amritsar, India
                CT Institute of Engineering Management and Technology, Jalandhar, India
                Author notes
                Vikas Khullar can be contacted at: vikas.khullar@gmail.com
                Article
                636977 AIA-05-2019-0014.pdf AIA-05-2019-0014
                10.1108/AIA-05-2019-0014
                © Emerald Publishing Limited
                Page count
                Figures: 7, Tables: 3, Equations: 0, References: 52, Pages: 11, Words: 4013
                Product
                Categories
                research-article, Research paper
                cat-HSC, Health & social care
                cat-LID, Learning & intellectual disabilities
                Custom metadata
                yes
                yes
                JOURNAL
                included

                Comments

                Comment on this article