Plane dimension detection with a single camera based on a flat refractive camera model

被引:1
|
作者
Xu, Dong [1 ]
Liu, Kedong [1 ]
Yang, Quan [1 ]
Dong, Feng [1 ]
Wang, Xiaochen [1 ]
Dai, Zhenyang [1 ]
机构
[1] Univ Sci & Technol Beijing, Natl Engn Res Ctr Flat Rolling Equipment, 30 Xueyuan Rd, Beijing, Peoples R China
来源
JOURNAL OF ENGINEERING-JOE | 2019年 / 2019卷 / 03期
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
cameras; light refraction; computer vision; plane dimension detection; single camera; flat refractive camera model; transparent plate; simple pinhole model; modified pinhole camera model; plate refraction effect; plate imaging system;
D O I
10.1049/joe.2018.5124
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
It is common that a pinhole camera captures object images through a transparent plate with two parallel planar faces. In this case, the refraction leads to a non-linear error using the simple pinhole model. To address this issue, a modified pinhole camera model, which is called flat refractive camera model, is established based on the analysis of light refraction in the transparent plate placed between the scene and the camera. Then, an effective backward-projection algorithm is proposed to realise plane dimension detection and eliminate the plate refraction effect. Unlike other models, this proposed model has a form similar to the pinhole camera model. Therefore, it is easy to employ conventional vision techniques in the plate imaging system. At the same time, experiments are designed to demonstrate the plane dimension detection based on the proposed method. Experimental results show that the proposed method can obtain higher accuracy than the traditional method without considering the plate refraction effect.
引用
收藏
页码:647 / 651
页数:5
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