A New Technique for Hand Gesture Recognition

@article{Stergiopoulou2006ANT,
  title={A New Technique for Hand Gesture Recognition},
  author={Ekaterini Stergiopoulou and Nikos Papamarkos},
  journal={2006 International Conference on Image Processing},
  year={2006},
  pages={2657-2660}
}
A new method for hand gesture recognition is proposed which is based on an innovative self-growing and self-organized neural gas (SGONG) network. Initially, the region of the hand is detected by using a color segmentation technique that depends on a skin-color distribution map. Then, the SGONG network is applied on the segmented hand so as to approach its topology. Based on the output grid of neurons, palm geometric characteristics are obtained which in accordance with powerful finger features… CONTINUE READING
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