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Conference Paper
Analysis of children's posture for the bodily kinesthetic test
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- Authors
- Dongjin Lee, Woo-han Yun, Chankyu Park, Hosub Yoon, Jaehong Kim
- Issue Date
- 2015-10
- Citation
- International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2015, pp.408-410
- Publisher
- IEEE
- Language
- English
- Type
- Conference Paper
- Abstract
- In this paper, we present a children's posture analysis system using the Kinect while they are performing the yoga poses with the Nao robot. We collected posture data from eighteen children who were kindergaten kids and their posture accuracy was annotated by an expert into four different levels. For a feature extraction, we apply a method of an angular skeleton representation in every frame and those features are aggregated with several different functions over the entire sequence of each pose. We show results of the posture classification and analysis.
- KSP Keywords
- Feature extractioN, Nao Robot, Posture analysis, analysis system, different levels, posture classification, skeleton representation