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
相关论文
共 50 条
  • [1] EFFICIENT PLANE DETECTION FROM A SINGLE MOVING CAMERA
    Bouchafa, Samia
    Patri, Antoine
    Zavidovique, Bertrand
    [J]. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, : 3493 - 3496
  • [2] Detection of flat ground area by single camera on mobile vehicles
    Faculty of Intelligence and Informatics, Konan University, Kobe 658-8501, Japan
    不详
    [J]. Int. Conf. Adv. Mechatronic Syst., ICAMechS - Final Program, 2011, (403-408):
  • [3] Accurate calibration of a multi-camera system based on flat refractive geometry
    Feng, Mingchi
    Huang, Shuai
    Wang, Jingshu
    Yang, Bin
    Zheng, Taixiong
    [J]. APPLIED OPTICS, 2017, 56 (35) : 9724 - 9734
  • [4] A Novel Multi-Camera Calibration Method based on Flat Refractive Geometry
    Huang, S.
    Feng, M. C.
    Zheng, T. X.
    Li, F.
    Wang, J. Q.
    Xiao, L. F.
    [J]. INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHANTRONICS (ICROM 2017), 2018, 320
  • [5] Homography-based ground plane detection using a single on-board camera
    Arrospide, J.
    Salgado, L.
    Nieto, M.
    Mohedano, R.
    [J]. IET INTELLIGENT TRANSPORT SYSTEMS, 2010, 4 (02) : 149 - 160
  • [6] Real-time lane and vehicle detection based on a single camera model
    Wu, B.-F.
    Lin, C.-T.
    Chen, C.-J.
    [J]. International Journal of Computers and Applications, 2010, 32 (02) : 149 - 159
  • [7] Plate refractive camera model and its applications
    Huang, Longxiang
    Zhao, Xu
    Cai, Shen
    Liu, Yuncai
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2017, 26 (02)
  • [8] A Single Camera Based Rear Obstacle Detection System
    Zhang Yankun
    Hong Chuyang
    Weyrich, Norman
    [J]. 2011 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), 2011, : 485 - 490
  • [9] Underwater Light Field Camera Calibration Based on Multi-Layer Flat Refractive Model and Multi-Projection-Center Model
    Zhang Xiaoqiang
    Zhong Liangtao
    Leng Qiqi
    Ran Lingyan
    Chu Hongyu
    [J]. ACTA OPTICA SINICA, 2022, 42 (12)
  • [10] Semantic Plane-Structure based motion detection with a nonstationary camera
    Zheng, Jin
    Dong, LuSen
    Wang, Fei
    Zhang, Zhi
    [J]. DISPLAYS, 2023, 79