Using Deep Learning for Energy Expenditure Estimation with wearable sensors

  title={Using Deep Learning for Energy Expenditure Estimation with wearable sensors},
  author={Jindan Zhu and Amit Pande and Prasant Mohapatra and Jay J. Han},
  journal={2015 17th International Conference on E-health Networking, Application & Services (HealthCom)},
Energy Expenditure (EE) Estimation is an important step in tracking personal activity and preventing chronic diseases such as obesity, diabetes and cardiovascular diseases. Accurate and online EE estimation using small wearable sensors is a difficult task, primarily because most existing schemes work offline or using heuristics. In this work, we focus on accurate EE estimation for tracking ambulatory activities (walking, standing, climbing upstairs or downstairs) of individuals wearing mobile… CONTINUE READING


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