A framework for the integration of gesture and posture recognition using HMM and SVM

@article{Rashid2009AFF,
  title={A framework for the integration of gesture and posture recognition using HMM and SVM},
  author={Omer Rashid Rashid and Ayoub Al-Hamadi and Bernd Michaelis},
  journal={2009 IEEE International Conference on Intelligent Computing and Intelligent Systems},
  year={2009},
  volume={4},
  pages={572-577}
}
For a successful real-time vision-based HCI system, inference from natural visual method is crucial. In this paper, we have aimed to provide interaction through gesture and posture recognition for alphabets and numbers. In addition, data fusion is carried out which integrates these systems to extract multiple meanings at the same time. 3D information is exploited for segmentation and detection of face and hands using normal Gaussian distribution and depth information. For gesture, orientation… CONTINUE READING
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Sziranyi, “Supervised Training Based Hand Gesture Recognition System,

  • T. A. Licsar
  • in Proc. International Conference on Pattern…
  • 2002
2 Excerpts

Automatic Recognition of Sign Language Gestures,

  • M. Hussain
  • Master Thesis, Jordan University of Science and…
  • 1999
1 Excerpt

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