Research on passenger flow statistics technology based on binocular stereo vision

被引:0
作者
Feng, Huagang [1 ]
Yang, Ming [1 ]
机构
[1] Minist Publ Secur, Res Inst 3, Shanghai 201204, Peoples R China
来源
2020 INTERNATIONAL CONFERENCE ON IMAGE, VIDEO PROCESSING AND ARTIFICIAL INTELLIGENCE | 2020年 / 11584卷
基金
国家重点研发计划;
关键词
passenger flow statistics; binocular stereo vision; depth image; image identification;
D O I
10.1117/12.2579621
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to improve the accuracy of passenger flow statistics and the adaptability to the environment, the technology of passenger flow statistics based on binocular stereo vision was studied, and a top-mounted binocular passenger flow statistics monitoring terminal was designed and implemented. The research results show that the solution's adaptability to complex environments is much higher than that of monocular passenger flow statistics and other technical means. It can adapt to drastic changes in lighting, complex object interference, and crowded people. The accuracy of passenger flow statistics can be as high as 95% or more; it has realized the height filtering technology, and can customize the height of the people who need to be filtered and counted; using non-contact statistics, the installation of the device is hidden, and it does not affect the feeling of people entering and leaving.
引用
收藏
页数:6
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