Hand Sign Recognition through Palm Gesture and Movement

نویسندگان

  • Oleg Rumyantsev
  • Matt Merati
  • Vasant Ramachandran
چکیده

We propose and implement a new method of detecting hand signs by combining skin color detection in transformed 2D normalized RGB or YCbCr color space, PCAbased detection of hand gestures and movement tracking of hand centroids. Hand gesture recognition is a field of research with growing applications, and the implemented system uses movement-tracking pairing for more granular recognition and control. Our algorithm was successfully realized in a real-time application for robust recognition of any trainable gesturemovement pairs.

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تاریخ انتشار 2012