Acta Optica Sinica, Volume. 42, Issue 20, 2012002(2022)

High-Precision Camera Calibration Method Based on Sub-Pixel Edge Detection

Qun Lou1, Lü Junhao1, Lihua Wen1、*, Jinyou Xiao1、**, Guangxi Zhang2, and Xiao Hou3
Author Affiliations
  • 1School of Astronautics, Northwestern Polytechnical University, Xi′an710072, Shaanxi , China
  • 2Xi′an Aerospace Science Research Institute, Xi′an710025, Shaanxi , China
  • 3China Aerospace Science and Technology Corporation, Beijing 100048, China
  • show less
    References(21)

    [1] Lu H, Cary P D. Deformation measurements by digital image correlation: implementation of a second-order displacement gradient[J]. Experimental Mechanics, 40, 393-400(2000).

    [2] Hild F, Roux S. Digital image correlation: from displacement measurement to identification of elastic properties: a review[J]. Strain, 42, 69-80(2006).

    [3] Sutton M A, Yan J H, Tiwari V et al. The effect of out-of-plane motion on 2D and 3D digital image correlation measurements[J]. Optics and Lasers in Engineering, 46, 746-757(2008).

    [4] Zhu T T, Fu Z N, Zhang M et al. Initial value estimation of digital image correlation method in deformation measurement based on feature matching[J]. Laser & Optoelectronics Progress, 57, 181012(2020).

    [5] Faugeras O D, Luong Q T, Maybank S J. Camera self-calibration: theory and experiments[M]. Sandini G. Computer vision-ECCV'92. Lecture notes in computer science, 588, 321-334(1992).

    [6] Hartley R I. Self-calibration of stationary cameras[J]. International Journal of Computer Vision, 22, 5-23(1997).

    [7] Yang C Y. Research on camera calibration system based on binocular stereo vision[C], 465-470(2018).

    [8] Zhang Z. A flexible new technique for camera calibration[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22, 1330-1334(2000).

    [9] Wang D L, Sun H, Hu S et al. Calibration method of monocular camera based on beetle antennae search algorithm[J]. Journal of University of Jinan (Science and Technology), 34, 568-574(2020).

    [10] He H, Li H Y, Huang Y B et al. A novel efficient camera calibration approach based on K-SVD sparse dictionary learning[J]. Measurement, 159, 107798(2020).

    [11] Zhang F F, Zhang X, Chen L et al. Binocular camera calibration based on BP neural network optimized by improved genetic algorithm[J]. China Mechanical Engineering, 32, 1423-1431(2021).

    [12] Chen W Y, Xu J, Yang H. Camera calibration method based on double neural network[J]. Infrared and Laser Engineering, 50, 20210071(2021).

    [13] Duan Z Y, Wang N, Zhao W H et al. Calibration method based on lattice calibration plate in vision measurement system[J]. Acta Optica Sinica, 36, 0515004(2016).

    [14] Lu X D, Xue J P, Zhang Q C. High camera calibration method based on true coordinate computation of circle center[J]. Chinese Journal of Lasers, 47, 0304008(2020).

    [15] Maalek R, Lichti D D. Automated calibration of smartphone cameras for 3D reconstruction of mechanical pipes[J]. The Photogrammetric Record, 36, 124-146(2021).

    [16] Wang G H, Qian K M. Review on line-scan camera calibration methods[J]. Acta Optica Sinica, 40, 0111011(2020).

    [17] Lucas B D, Kanade T. An iterative image registration technique with an application to stereo vision[C], 674-679(1981).

    [18] Song R J, Zhang Z Q, Liu H Y. Edge connection based Canny edge detection algorithm[J]. Pattern Recognition and Image Analysis, 27, 740-747(2017).

    [19] Javed A, Lee H, Kim B et al. Vibration measurement of a rotating cylindrical structure using subpixel-based edge detection and edge tracking[J]. Mechanical Systems and Signal Processing, 166, 108437(2022).

    [20] Trujillo-Pino A, Krissian K, Alemán-Flores M et al. Accurate subpixel edge location based on partial area effect[J]. Image and Vision Computing, 31, 72-90(2013).

    [21] Lü Z Q. Camera calibration technology and its application in digital image correlation[D], 14-16(2020).

    Tools

    Get Citation

    Copy Citation Text

    Qun Lou, Lü Junhao, Lihua Wen, Jinyou Xiao, Guangxi Zhang, Xiao Hou. High-Precision Camera Calibration Method Based on Sub-Pixel Edge Detection[J]. Acta Optica Sinica, 2022, 42(20): 2012002

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Mar. 1, 2022

    Accepted: Apr. 29, 2022

    Published Online: Oct. 18, 2022

    The Author Email: Wen Lihua (lhwen@nwpu.edu.cn), Xiao Jinyou (xiaojy@nwpu.edu.cn)

    DOI:10.3788/AOS202242.2012002

    Topics