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