Distributed segmentation and classification of human actions using a wearable motion sensor network

@article{Yang2008DistributedSA,
  title={Distributed segmentation and classification of human actions using a wearable motion sensor network},
  author={Allen Y. Yang and Sameer Iyengar and S. Shankar Sastry and Ruzena Bajcsy and Philip Kuryloski and Roozbeh Jafari},
  journal={2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops},
  year={2008},
  pages={1-8}
}
We propose a distributed recognition method to classify human actions using a low-bandwidth wearable motion sensor network. Given a set of pre-segmented motion sequences as training examples, the algorithm simultaneously segments and classifies human actions, and it also rejects outlying actions that are not in the training set. The classification is distributedly operated on individual sensor nodes and a base station computer. We show that the distribution of multiple action classes satisfies… CONTINUE READING
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