Recognizing hand gestures using dynamic Bayesian network

  title={Recognizing hand gestures using dynamic Bayesian network},
  author={Heung-Il Suk and Bong-Kee Sin and Seong-Whan Lee},
  journal={2008 8th IEEE International Conference on Automatic Face & Gesture Recognition},
In this paper, we describe a dynamic Bayesian network or DBN based approach to both two-hand gestures and one-hand gestures. Unlike wired glove-based approaches, the success of camera-based methods depends greatly on image processing and feature extraction results. So the proposed method of DBN-based inference is preceded by fail-safe steps of motion tracking. Then a new gesture recognition model for a set of both one-hand and two-hand gestures is proposed based on the dynamic Bayesian network… CONTINUE READING
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