Integrated Multiscopic CPSS For Physical and Cognitive Measurement in an Independent Block-Design Test

  • Adnan Rachmat Anom Besari
  • , Azhar Aulia Saputra
  • , Takenori Obo
  • , Kurnianingsih
  • , Naoyuki Kubota

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper presents an integrated multiscopic cyber-physical-social system (CPSS) for evaluating physical and cognitive aspects in an independent block-design test (BDT). First, we utilize a hand tracker to extract physical features at the microscopic level, such as hand posture during manipulation. Second, an egocentric vision incorporating an eye tracker describes perceptual representation at the mesoscopic level. This system represents hand-eye coordination by measuring the distance between the hand and the center of visual attention during the test. Thirdly, an upper table vision system uses color feature recognition in each block to evaluate cognition at the macroscopic level. This system detects the blocks and recognizes that the design matches the task given. By evaluating eight designs of WAIS-IV BDT, our system has demonstrated its ability to measure physical and cognitive variables during the BDT successfully. Additional research and development are required to support BDT development in the future. Code and datasets are available online at https://github.com/anom-tμbdt-multiscopic.

Original languageEnglish
Title of host publicationProceedings of 2023 International Conference on Machine Learning and Cybernetics, ICMLC 2023
PublisherIEEE Computer Society
Pages476-482
Number of pages7
ISBN (Electronic)9798350303780
DOIs
StatePublished - 2023
Externally publishedYes
Event2023 International Conference on Machine Learning and Cybernetics, ICMLC 2023 - Adelaide, Australia
Duration: 9 Jul 202311 Jul 2023

Publication series

NameProceedings - International Conference on Machine Learning and Cybernetics
ISSN (Print)2160-133X
ISSN (Electronic)2160-1348

Conference

Conference2023 International Conference on Machine Learning and Cybernetics, ICMLC 2023
Country/TerritoryAustralia
CityAdelaide
Period9/07/2311/07/23

Bibliographical note

Publisher Copyright:
© 2023 IEEE.

Keywords

  • Hand-eye Coordination
  • Kohs Blocks test
  • Self-rehabilitation
  • Visual Attention

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computational Theory and Mathematics
  • Computer Networks and Communications
  • Human-Computer Interaction

Fingerprint

Dive into the research topics of 'Integrated Multiscopic CPSS For Physical and Cognitive Measurement in an Independent Block-Design Test'. Together they form a unique fingerprint.

Cite this