Remember and transfer what you have learned - recognizing composite activities based on activity spotting

@article{Blanke2010RememberAT,
  title={Remember and transfer what you have learned - recognizing composite activities based on activity spotting},
  author={Ulf Blanke and Bernt Schiele},
  journal={International Symposium on Wearable Computers (ISWC) 2010},
  year={2010},
  pages={1-8}
}
Activity recognition approaches have shown to enable good performance for a wide variety of applications. Most approaches rely on machine learning techniques requiring significant amounts of training data for each application. Consequently they have to be retrained for each new application limiting the real-world applicability of today's activity recognition methods. This paper explores the possibility to transfer learned knowledge from one application to others thereby significantly reducing… CONTINUE READING
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