1 Real Time Hand Tracking and 3 D Gesture Recognition for Interactive Interfaces Using Hmm

@inproceedings{Keskin20031RT,
  title={1 Real Time Hand Tracking and 3 D Gesture Recognition for Interactive Interfaces Using Hmm},
  author={Cem Keskin and Ali Erkan and Lale Akarun},
  year={2003}
}
In this study we have developed a humancomputer interaction interface (HCI) based on real time hand tracking and 3D dynamic gesture recognition using Hidden Markov Models (HMM). We propose a system, which captures and recognizes hand gestures of the user wearing a colored glove, where the hand coordinates are obtained via 3D reconstruction from stereo. In recognition of eight defined gestures, the system was able to attain 98.75% accuracy in 160 trials, using a pair of ordinary web cams. We… CONTINUE READING

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