Modeling Physical Activity in Children by Combining Raw Hip-Worn Accelerometry, 2D Pose Estimation, and Direct Observation

This work presents an inductive search of physical activity intensity features for developing computer vision data sets used in automatic physical activity observation systems. An online survey was conducted to calibrate the ground truth definitions in a data set of video synchronized with accelerom...

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Bibliographic Details
Main Authors: Hans Horak, Klavs Jermakovs, Rain Eric Haamer
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9737497/