Target distance measurement method using monocular vision

被引:14
|
作者
Mao Jiafa [1 ]
Huang Wei [1 ]
Sheng Weiguo [2 ]
机构
[1] Zhejiang Univ Technol, Coll Comp Sci & Technol, Hangzhou 310023, Zhejiang, Peoples R China
[2] Hangzhou Normal Univ, Dept Comp Sci, Hangzhou 311121, Zhejiang, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
position control; computer vision; image sensors; distance measurement; cameras; monocular vision; spatial positioning schemes; nonvision sensors; camera imaging; equivalent focal length; camera resolution; target distance measurement method; machine vision-based location methods; digital signal; SIMULTANEOUS LOCALIZATION;
D O I
10.1049/iet-ipr.2019.1293
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Most existing machine vision-based location methods mainly focus on the spatial positioning schemes using one or two cameras along with non-vision sensors. To achieve an accurate location, both schemes require processing a large amount of data. In this study, the authors propose a novel method, which requires much less amount of data to be processed for measuring target distance using monocular vision. Based on the geometric model of camera imaging, the parameters of the camera (such as camera's focal length and equivalent focal length.), as well as the principle of analogue signal being transformed into a digital signal, the authors derive the relationship among the target distance, field of view, equivalent focal length and camera resolution. Experimental results show that the proposed method can effectively and accurately achieve the target distance measurement.
引用
收藏
页码:3181 / 3187
页数:7
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