Quantifying Physical Activity in Young Children Using a Three-Dimensional Camera.

ABSTRACT: The purpose of this study was to determine the feasibility and validity of using three-dimensional (3D) video data and computer vision to estimate physical activity intensities in young children. Families with children (2-5-years-old) were invited to participate in semi-structured 20-minute play sessions that included a range of indoor play activities. During the play session, children's physical activity (PA) was recorded using a 3D camera. PA video data were analyzed via direct observation, and 3D PA video data were processed and converted into triaxial PA accelerations using computer vision. PA video data from children (n = 10) were analyzed using direct observation as the ground truth, and the Receiver Operating Characteristic Area Under the Curve (AUC) was calculated in order to deter

SUBMITTER: McCullough AK 

PROVIDER: S-EPMC7071428 | biostudies-literature | 2020 Feb

REPOSITORIES: biostudies-literature