Counting People in Crowd Open Scene Based on Grey Level Dependence Matrix

摘要：

This paper discusses people counting of crowd open scene according to statistics. Firstly, 16 features of texture of scene image is obtained based on grey level dependence matrix which is called feature vector, and feature matrix is construct based on those vectors. Then the most significant features are taken based on principal component analysis and the statistical model of number of people which are included in image according to feature vector is built. At last, people is counted based on those statistical models. Experiment According to the experiments, the results show that this method is efficient and feasible.

关键词： crowd density estimation regression analysis grey level dependence matrix

作者: GuoSen LiuWei YanHePing

作者单位: Shenzhen Institute of Information Technology,Guangdong,Shenzhen,518029 The Chinese Peoples Liberation Army 75771,Guangzhou,510540

会议类型: 国际会议

会议名称: 2009 IEEE International Conference on Information and Automation(2009年 IEEE信息与自动化国际学术会议)

会议地点: 珠海、澳门

会议语种:英文

页码: 228-231

在线出版日期: 2009-06-22（万方平台首次上网日期，不代表论文的发表时间）