Real-time human posture recognition based on Kinect
Liu Kai-y · Electronic Design Engineering · 2014
Skeletal tracking provided by Kinect can acquire three-dimensional(3D) position of body joints,which provided a wealth of information for human posture recognition.A real-time human posture recognition system was built based on the 3D position of body joints.Joint-angles were selected as features and logistic regression(LR) algorithm was used to recognize 54 categories of postures.Experimental results showed that the human posture recognition system can recognize human postures in real time accurately.