Simultaneous Localization and Recognition of Dynamic Hand Gestures

  title={Simultaneous Localization and Recognition of Dynamic Hand Gestures},
  author={Jonathan Alon and Vassilis Athitsos and Quan Yuan and Stan Sclaroff},
  journal={2005 Seventh IEEE Workshops on Applications of Computer Vision (WACV/MOTION'05) - Volume 1},
A method for the simultaneous localization and recognition of dynamic hand gestures is proposed. At the core of this method is a dynamic space-time warping (DSTW) algorithm, that aligns a pair of query and model gestures in both space and time. For every frame of the query sequence, feature detectors generate multiple hand region candidates. Dynamic programming is then used to compute both a global matching cost, which is used to recognize the query gesture, and a warping path, which aligns the… CONTINUE READING
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