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Computer-based analysis of spontaneous infant activity: A pilot study

  • Iwona Doroniewicz
  • , Daniel Ledwoń
  • , Monika N. Bugdol
  • , Katarzyna Kieszczyńska
  • , Alicja Affanasowicz
  • , Małgorzata Matyja
  • , Dariusz Badura
  • , Andrzej W. Mitas
  • , Andrzej Myśliwiec
  • The Jerzy Kukuczka Academy of Physical Education in Katowice
  • The Katowice Institute of Information Technologies

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

6 Citations (Scopus)

Abstract

The development of computer-aided infants diagnosis systems is currently popular field of research. Video recordings provide the opportunity to develop a non-invasive, objective and reproducible tool for assessing the quality of infant movements. The aim of this pilot study is attempt to numerically describe selected movement parameters of the normal activity of 10 infants. The whole group was assessed at fidgety movements by four experts. Infant limbs movement features were based on kinematic parameters like velocity and acceleration. Basic information about movement location was described as mean value. Novel parameters characterised movement range based on ellipses described on limbs trajectories have been proposed.

Original languageEnglish
Title of host publicationAdvances in Intelligent Systems and Computing
PublisherSpringer
Pages147-159
Number of pages13
DOIs
Publication statusPublished - 2021

Publication series

NameAdvances in Intelligent Systems and Computing
Volume1186
ISSN (Print)2194-5357
ISSN (Electronic)2194-5365

Keywords

  • Computer-based video analysis
  • Developmental neurodiagnostics
  • Feature extraction
  • Physiotherapy

ASJC Scopus subject areas

  • Control and Systems Engineering
  • General Computer Science

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