Recognition Method of Traffic Police and Their Command Action Based on Kinect
This paper presents a method to recognise traffic police and their command actions based on Kinect.To start with,the way to detect command actions of traffic police is stated in detail.Next,the methodology for judging whether the man conducting command actions is a traffic policeman is presented.At last,the experimental results are shown to verify the rationality and validity of the proposed algorithms in different circumstances.The method of the relative relationship between human body skeletons is applied to classify different actions and it is favorable for solving the problem resulted from relative movements between Kinect and the traffic police.In addition,we employ the technique of analyzing the colors of the police uniform in the different parts of the traffic police by means of combining 3-D space and 2-D space of Kinect to estimate whether the man is a true police.Also,we convert RGB color space to Lab color space to do color segmentation so that the effects of recognition are difficult to be influenced by illumination.Finally,the results of different kinds of experiments are discussed in this paper.
Traffic police Action recognition Color identification Color space Kinect
SONG Wenjie FU Mengyin YANG Yi CHEN Yao
Beijing Institute of Technology,Beijing 100081,P.R.China
国际会议
The 33th Chinese Control Conference第33届中国控制会议
南京
英文
3361-3366
2014-07-28（万方平台首次上网日期，不代表论文的发表时间）