Diversity and complexity of hand movement for Autism Spectrum Disorder intervention

Research output: Chapter in Book/Report/Conference proceedingConference contribution

38 Downloads (Pure)

Abstract

Flexibility and adaptability described in individuals with Autism Spectrum Disorders (ASD) refer to Stereotypical Motor Movements (SMM) and social interaction deficits, both of which are important symptoms of ASD. Inspired by the most recent psychological research by Jonge-Hoekstra, this paper aims to distinguish hand movement with two quantitative metrics extracted by the mid-layer of a supervised convolutional gesture recognition network, named diversity and complexity. Particularly, diversity indicates adaptability and complexity indicates flexibility. The utilisation of both metrics shows great potential for hand movement analysis with a particular emphasis on ASD intervention.
Original languageEnglish
Title of host publicationProceedings of the 13th International Conference on Advanced Computational Intelligence
PublisherIEEE
Pages286-292
ISBN (Electronic)9781665412544
ISBN (Print)9781665429467
DOIs
Publication statusPublished - 25 May 2021
EventThe 13th International Conference on Advanced Computational Intelligence - Chongqing, China
Duration: 14 May 202116 May 2021
https://icaci2021.sanxiau.edu.cn

Publication series

NameIEEE ICACI Proceedings Series
PublisherIEEE
ISSN (Electronic)2573-3311

Conference

ConferenceThe 13th International Conference on Advanced Computational Intelligence
CountryChina
CityChongqing
Period14/05/2116/05/21
Internet address

Fingerprint

Dive into the research topics of 'Diversity and complexity of hand movement for Autism Spectrum Disorder intervention'. Together they form a unique fingerprint.

Cite this