Human Motion Recognition Using Isomap and Dynamic Time Warping

@inproceedings{Blackburn2007HumanMR,
  title={Human Motion Recognition Using Isomap and Dynamic Time Warping},
  author={Jaron Blackburn and Eraldo Ribeiro},
  booktitle={Workshop on Human Motion},
  year={2007}
}
In this paper, we address the problem of recognizing human motion from videos. Human motion recognition is a challenging computer vision problem. In the past ten years, a number of successful approaches based on nonlinear manifold learning have been proposed. However, little attention has been given to the use of isometric feature mapping (Isomap) for human motion recognition. Our contribution in this paper is twofold. First, we demonstrate the applicability of Isomap for dimensionality… CONTINUE READING
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