Human gesture recognition using Kinect camera

  title={Human gesture recognition using Kinect camera},
  author={Orasa Patsadu and Chakarida Nukoolkit and Bunthit Watanapa},
  journal={2012 Ninth International Conference on Computer Science and Software Engineering (JCSSE)},
In this paper, we propose a comparison of human gesture recognition using data mining classification methods in video streaming. In particular, we are interested in a specific stream of vector of twenty body-joint positions which are representative of the human body captured by Kinect camera. The recognized gesture patterns of the study are stand, sit down, and lie down. Classification methods chosen for comparison study are backpropagation neural network, support vector machine, decision tree… CONTINUE READING
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