Video-based evaluation of infant crawling toward quantitative assessment of motor development.
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
09 07 2020
09 07 2020
Historique:
received:
18
06
2018
accepted:
15
06
2020
entrez:
11
7
2020
pubmed:
11
7
2020
medline:
26
1
2021
Statut:
epublish
Résumé
This study proposes a quantitative evaluation support system for infant motor development and uses the system to analyze hands-and-knees creeping and belly crawling. This system measures movements using two video cameras and extracts movement features via background and inter-frame subtractions of original images. Eight evaluation indices for each crawling cycle are calculated, enabling markerless movement analysis of infants. Cross-sectional analysis of 16 10-month-olds confirmed significant differences between hands-and-knees creeping and belly crawling in five of the eight indices, demonstrating the system capability to quantitatively differentiate between creeping and crawling. Longitudinal analysis of one infant (aged 7-10 months) also suggested that the proposed quantitative indices can follow changes in crawling characteristics and evaluate infants' motor development process. The results from the experiments suggest that the proposed system may enable diagnosis support in clinical practice.
Identifiants
pubmed: 32647233
doi: 10.1038/s41598-020-67855-0
pii: 10.1038/s41598-020-67855-0
pmc: PMC7347929
doi:
Banques de données
figshare
['10.6084/m9.figshare.12519893']
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
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