Acta Optica Sinica, Volume. 42, Issue 23, 2312004(2022)

Nonmetric Correction Method for Lens Distortion Based on Collinear Vanishing Point Constraint

Lijun Sun1,2,3, Qiangqiang Guo1,2,3, and Tianfei Chen1,2,3、*
Author Affiliations
  • 1Key Laboratory of Grain Information Processing and Control of Ministry of Education, Henan University of Technology, Zhengzhou 450001, Henan , China
  • 2Zhengzhou Key Laboratory of Machine Perception and Intelligent System, Henan University of Technology, Zhengzhou 450001, Henan , China
  • 3College of Information Science and Engineering, Henan University of Technology, Zhengzhou 450001, Henan , China
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    References(29)

    [1] Lelowicz K. Camera model for lens with strong distortion in automotive application[C], 314-319(2019).

    [2] Jia H Y, Zhang Y, Wei J. Radial distortion correction and its performance evaluation[J]. Journal of University of Jinan (Science and Technology), 27, 38-41(2013).

    [3] Brown D C. Decentering distortion of lenses[J]. Photogrammetric Engineering and Remote Sensing, 24, 555-566(1966).

    [4] Brown D C. Close-range camera calibration[J]. Photogrammetric Engineering and Remote Sensing, 42, 855-866(1971).

    [5] Collins T, Bartoli A. Planar structure-from-motion with affine camera models: closed-form solutions, ambiguities and degeneracy analysis[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 1237-1255(2017).

    [6] Wu M, Wu J L, Ma S et al. Checkerboard corner detection based on corner gray distribution feature[J]. Laser & Optoelectronics Progress, 57, 011204(2020).

    [7] Shi Y Q, Chang C X, Liu X H et al. Calibration methods and progress for internal and external parameters of area-array camera[J]. Laser & Optoelectronics Progress, 58, 2400001(2021).

    [8] Zhu H, Wang M L, Xu W Y. Research on calibration method of binocular vision system based on neural network[J]. Security and Communication Networks, 2021, 5542993(2021).

    [9] Prescott B, McLean G F. Line-based correction of radial lens distortion[J]. Graphical Models and Image Processing, 59, 39-47(1997).

    [10] Swaminathan R, Nayar S K. Nonmetric calibration of wide-angle lenses and polycameras[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22, 1172-1178(2000).

    [11] Hu J P, Song F F, Luo C L et al. Non-metric distortion correction method based on adaptive corner detection[J]. Laser & Optoelectronics Progress, 58, 1210012(2021).

    [12] Alvarez L, Gómez L, Sendra J R. An algebraic approach to lens distortion by line rectification[J]. Journal of Mathematical Imaging and Vision, 35, 36-50(2009).

    [13] Park S W, Hong K S. Practical ways to calculate camera lens distortion for real-time camera calibration[J]. Pattern Recognition, 34, 1199-1206(2001).

    [14] He J J, Zhang G J, Yang X M. Approach for calibration of lens distortion based on cross ratio invariability[J]. Chinese Journal of Scientific Instrument, 25, 597-599(2004).

    [15] Liu D, Liu X J, Wang M Z. Automatic approach of lens radial distortion correction based on vanishing points[J]. Journal of Image and Graphics, 19, 407-413(2014).

    [16] Wang J H, Gu W, Zhu J X et al. Calibration of lens distortion based on plane constraints[C], 355-358(2009).

    [17] Zhang Z Y, Huang S J, Luo C et al. Nonlinear distortion correction of camera based on coplanar condition equations[J]. Acta Optica Sinica, 32, 0115002(2012).

    [18] Zhang J, Zhu D Y, Zhang Z Y. Nonmetric calibration of camera lens distortion[J]. Acta Optica Sinica, 28, 1552-1557(2008).

    [19] Ahmed M, Farag A. Nonmetric calibration of camera lens distortion: differential methods and robust estimation[J]. IEEE Transactions on Image Processing, 14, 1215-1230(2005).

    [20] Li H, Zhang X M, Wu H et al. Line-based calibration of a micro-vision motion measurement system[J]. Optics and Lasers in Engineering, 93, 40-46(2017).

    [21] Zhou F Q, Cui Y, Gao H et al. Line-based camera calibration with lens distortion correction from a single image[J]. Optics and Lasers in Engineering, 51, 1332-1343(2013).

    [22] Song G Y, Lee J W. Correction of radial distortion based on line-fitting[J]. International Journal of Control, Automation and Systems, 8, 615-621(2010).

    [23] Liu L X, Hu C H, He C et al. An improved non-metric distortion calibration method based on straight line characteristics[J]. Acta Optica Sinica, 37, 0915001(2017).

    [24] Thormählen T, Broszio H. Automatic line-based estimation of radial lens distortion[J]. Integrated Computer-Aided Engineering, 12, 177-190(2005).

    [25] Hartley R, Kang S B. Parameter-free radial distortion correction with center of distortion estimation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29, 1309-1321(2007).

    [26] Hartley R, Zisserman A[M]. Multiple view geometry in computer vision(2003).

    [27] Zhou Z Q, Zhao P, Li B et al. Nonmetric lens distortion calibration based on collinear vectors[J]. Acta Optica Sinica, 34, 1015001(2014).

    [28] Zou P P, Zhang Z L, Wang P et al. Binocular camera calibration based on collinear vector and plane homography[J]. Acta Optica Sinica, 37, 1115006(2017).

    [29] Tang Z W, von Gioi R G, Monasse P et al. High-precision camera distortion measurements with a "calibration harp"[J]. Journal of the Optical Society of America A, 29, 2134-2143(2012).

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    Lijun Sun, Qiangqiang Guo, Tianfei Chen. Nonmetric Correction Method for Lens Distortion Based on Collinear Vanishing Point Constraint[J]. Acta Optica Sinica, 2022, 42(23): 2312004

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    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Apr. 26, 2022

    Accepted: Jun. 20, 2022

    Published Online: Dec. 14, 2022

    The Author Email: Chen Tianfei (chen_tianfei@163.com)

    DOI:10.3788/AOS202242.2312004

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