Simultaneous Gesture Segmentation and Recognition based on Forward Spotting Accumulative HMMs

@article{Kim2006SimultaneousGS,
  title={Simultaneous Gesture Segmentation and Recognition based on Forward Spotting Accumulative HMMs},
  author={Daehwan Kim and Jinyoung Song and Daijin Kim},
  journal={18th International Conference on Pattern Recognition (ICPR'06)},
  year={2006},
  volume={1},
  pages={1231-1235}
}
In this paper, we propose a forward spotting scheme that executes gesture segmentation and recognition simultaneously by detecting start point. By using competitive differential observation probability, sliding window and accumulative HMMs, we apply the proposed method to recognize the upper-body gestures for controlling the curtains and lights in a smart home environment 
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