Detection of eating and drinking arm gestures using inertial body-worn sensors

@article{Amft2005DetectionOE,
  title={Detection of eating and drinking arm gestures using inertial body-worn sensors},
  author={Oliver Amft and Holger Junker and Gerhard Tr{\"o}ster},
  journal={Ninth IEEE International Symposium on Wearable Computers (ISWC'05)},
  year={2005},
  pages={160-163}
}
We propose a two-stage recognition system for detecting arm gestures related to human meal intake. Information retrieved from such a system can be used for automatic dietary monitoring in the domain of behavioural medicine. We demonstrate that arm gestures can be clustered and detected using inertial sensors. To validate our method, experimental results including 384 gestures from two subjects are presented. Using isolated discrimination based on HMMs an accuracy of 94% can be achieved. When… CONTINUE READING
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