Application and Practice of System Integration Approach in Intelligent Human Motion Recognition

In this paper, we proposed a novel system integration approach to combine bi-static UWB radar and two cameras to realize the recognition of human motions. In this recognition system, cameras are used to localize peoplepsilas regions while radar is used to obtain their 3D motion models, which can be matched in our 3D motion library in order to recognize their motions. To confirm the effectiveness of the proposed method, we compared the experimental results of recognition using vision sensors and those of recognition using the integration method in different environments. Significant improvement of the correct recognition rate is achieved in the experiment.