• Acta Optica Sinica
  • Vol. 40, Issue 1, 0111011 (2020)
Guohui Wang1、2、** and Kemao Qian2、*
Author Affiliations
  • 1School of Optoelectronic Engineering, Xi'an Technological University, Xi'an, Shaanxi 710021, China
  • 2School of Computer Science and Engineering, Nanyang Technological University, Singapore 639798, Singapore
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    DOI: 10.3788/AOS202040.0111011 Cite this Article Set citation alerts
    Guohui Wang, Kemao Qian. Review on Line-Scan Camera Calibration Methods[J]. Acta Optica Sinica, 2020, 40(1): 0111011 Copy Citation Text show less
    References

    [1] Watanabe Y, Maeno S, Aoshima K et al. Real-time processing for full-range Fourier-domain optical-coherence tomography with zero-filling interpolation using multiple graphic processing units[J]. Applied Optics, 49, 4756-4762(2010).

    [2] Liu C G, Knitter S, Cong Z L et al. High-speed line-field confocal holographic microscope for quantitative phase imaging[J]. Optics Express, 24, 9251-9265(2016).

    [3] Gupta R, Hartley R I. Linear pushbroom cameras[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19, 963-975(1997).

    [4] Zhu Z S, Yuan Y, Li Y et al. High precision matching and 3D surface reconstruction of Chang'E 1 lunar images[J]. Acta Optica Sinica, 34, 0211002(2014).

    [5] Ma W H, Dong T, Tian H et al. Line-scan CCD camera calibration in 2D coordinate measurement[J]. Optik, 125, 4795-4798(2014).

    [6] Wu P, Wang Y J, Sun H H et al. Calibration method for linear array camera of intersection measurement system[J]. Acta Photonica Sinica, 45, 0612003(2016).

    [7] Yun J P, Jeon Y J, Choi D et al. Real-time defect detection of steel wire rods using wavelet filters optimized by univariate dynamic encoding algorithm for searches[J]. Journal of the Optical Society of America A, 29, 797-807(2012).

    [8] Zhang F, Shan Z D, Ren Y X et al. Calibration of line array camera for head defect detection system on cylinder cover[J]. Journal of Jilin University (Engineering and Technology Edition), 47, 540-545(2017).

    [9] Zhao Z Y. Line scan camera calibration for fabric imaging[D]. USA: The University of Texas at Austin, 19-52(2012).

    [11] Hu Z Y, Wu F C. A review on some active vision based camera calibration techniques[J]. Chinese Journal of Computers, 25, 1149-1156(2002).

    [12] Salvi J, Armangué X, Batlle J. A comparative review of camera calibrating methods with accuracy evaluation[J]. Pattern Recognition, 35, 1617-1635(2002).

    [13] Zhang Z Y. Camera calibration[M]. ∥Medioni G, Kang S B. Emerging topics in computer vision. USA: Prentice Hall PTR Upper Saddle River, 5-43(2004).

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

    [15] Adbel-Aziz Y I. Direct linear transformation from comparator coordinates into object space coordinates in close-range photogrammetry. [C]∥Proceedings of the Symposium on Close-Range Photogrammetry (American Society of Photogrammetry), January 26-29, 1971, Urbana, USA. Falls Church: American Society of Photogrammetry, 1-18(1971).

    [16] Abdel-Aziz Y I, Karara H M, Hauck M. Direct linear transformation from comparator coordinates into object space coordinates in close-range photogrammetry[J]. Photogrammetric Engineering & Remote Sensing, 81, 103-107(2015).

    [17] Faig W. Calibration of close-range photogrammetric systems: mathematical formulation[J]. Photogrammetric Engineering and Remote Sensing, 41, 1479-1486(1975).

    [18] Tsai R. A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses[J]. IEEE Journal on Robotics and Automation, 3, 323-344(1987).

    [19] Maybank S J, Faugeras O D. A theory of self-calibration of a moving camera[J]. International Journal of Computer Vision, 8, 123-151(1992).

    [20] Luong Q T, Faugeras O D. Self-calibration of a moving camera from point correspondences and fundamental matrices[J]. International Journal of Computer Vision, 22, 261-289(1997).

    [21] Pollefeys M. Koch R, van Gool L. Self-calibration and metric reconstruction in spite of varying and unknown internal camera parameters. [C]∥Sixth International Conference on Computer Vision (IEEE Cat. No. 98CH36271), January 7-7, 1998, Bombay, India. New York: IEEE, 90-95(1998).

    [22] Guan B L, Shang Y, Yu Q F. Planar self-calibration for stereo cameras with radial distortion[J]. Applied Optics, 56, 9257-9267(2017).

    [23] de Ma S. A self-calibration technique for active vision systems[J]. IEEE Transactions on Robotics and Automation, 12, 114-120(1996).

    [24] Wan X, Xu G Y. Camera parameters estimation and evaluation in active vision system[J]. Pattern Recognition, 29, 439-447(1996).

    [25] Heikkilä J, Silvén O. A four-step camera calibration procedure with implicit image correction. [C]∥Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 17-19, 1997, San Juan, Puerto Rico, USA. New York: IEEE, 1106-1112(1997).

    [30] Wang L, Sun B, Long C Y et al. A novel method for calibrating intrinsic parameters of linear array cameras based on collinear feature points[J]. Infrared and Laser Engineering, 44, 1878-1883(2015).

    [31] Horaud R, Mohr R, Lorecki B. Linear-camera calibration. [C]∥Proceedings 1992 IEEE International Conference on Robotics and Automation, May 12-14, 1992, Nice, France. New York: IEEE, 1539-1544(1992).

    [32] Horaud R, Mohr R, Lorecki B. On single-scanline camera calibration[J]. IEEE Transactions on Robotics and Automation, 9, 71-75(1993).

    [33] Luna C A, Mazo M, Lázaro J L et al. Calibration of line-scan cameras[J]. IEEE Transactions on Instrumentation and Measurement, 59, 2185-2190(2009).

    [34] Li D D, Wen G J, Hui B W et al. Cross-ratio invariant based line scan camera geometric calibration with static linear data[J]. Optics and Lasers in Engineering, 62, 119-125(2014).

    [35] Li D D, Wen G J, Qiu S H. Cross-ratio-based line scan camera calibration using a planar pattern[J]. Optical Engineering, 55, 014104(2016).

    [36] Sun B, Zhu J G, Yang L H et al. Calibration of line-scan cameras for precision measurement[J]. Applied Optics, 55, 6836-6843(2016).

    [37] Sun B, Zhu J G, Yang L H et al. Sensor for in-motion continuous 3D shape measurement based on dual line-scan cameras[J]. Sensors, 16, 1949(2016).

    [38] Sun B, Zhu J G, Yang L H et al. Stereo line-scan sensor calibration for 3D shape measurement[J]. Applied Optics, 56, 7905-7914(2017).

    [39] Lilienblum E, Al-Hamadi A, Michaelis B. A coded 3D calibration method for line-scan cameras[M]. ∥Weickert J, Hein M, Schiele B. Pattern recognition. Lecture notes in computer science. Berlin, Heidelberg: Springer, 8142, 81-90(2013).

    [40] Lilienblum E, Handrich S, Al-Hamadi A. Low cost calibration of stereo line scan camera systems. [C]∥2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA), May 8-12, 2017, Nagoya, Japan. New York: IEEE, 322-325(2017).

    [41] Song K C, Hou B, Niu M H et al. Flexible line-scan camera calibration method using a coded eight trigrams pattern[J]. Optics and Lasers in Engineering, 110, 296-307(2018).

    [42] Yao M, Zhao Z Y, Xu B G. Geometric calibration of line-scan camera using a planar pattern[J]. Journal of Electronic Imaging, 23, 013028(2014).

    [43] Niu M H, Song K C, Wen X et al. The line scan camera calibration based on space rings group[J]. IEEE Access, 6, 23711-23721(2018).

    [44] Su D, Bender A, Sukkarieh S. Improved cross-ratio invariant-based intrinsic calibration of a hyperspectral line-scan camera[J]. Sensors, 18, 1885(2018).

    [45] Liao R Y, Zhu J G, Yang L H et al. Flexible calibration method for line-scan cameras using a stereo target with hollow stripes[J]. Optics and Lasers in Engineering, 113, 6-13(2019).

    [46] Draréni J, Roy S, Sturm P. Plane-based calibration for linear cameras[J]. International Journal of Computer Vision, 91, 146-156(2011).

    [47] Draréni J. Exploitation de contraintes photométriques et géométriques en vision: application au suivi, au calibrage et à la reconstruction[D]. Montréal: Université de Montréal, 47-72(2010).

    [48] Donné S, Luong H, Dhondt S et al. Robust plane-based calibration for linear cameras. [C]∥2017 IEEE International Conference on Image Processing (ICIP), September 17-20, 2017, Beijing, China. New York: IEEE, 36-40(2017).

    [49] Hui B W, Wen G J, Zhao Z X et al. Line-scan camera calibration in close-range photogrammetry[J]. Optical Engineering, 51, 053602(2012).

    [50] Hui B W, Zhong J R, Wen G J et al. Determination of line scan camera parameters via the direct linear transformation[J]. Optical Engineering, 51, 113201(2012).

    [51] Hui B W, Wen G J, Zhang P et al. A novel line scan camera calibration technique with an auxiliary frame camera[J]. IEEE Transactions on Instrumentation and Measurement, 62, 2567-2575(2013).

    [52] Zhuang H, Horaud R. A note on “on single-scanline camera calibration” [and reply][J]. IEEE Transactions on Robotics and Automation, 11, 470-471(1995).

    [53] Faugeras O D, Toscani G. The calibration problem for stereo. [C]∥Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 22-26, 1986, Miami Beach, USA. New York: IEEE, 15-20(1986).

    [54] Weng J, Cohen P, Herniou M. Calibration of stereo cameras using a non-linear distortion model (CCD sensory). [C]∥[1990] Proceedings. 10th International Conference on Pattern Recognition, June 16-21, 1990, Atlantic City, NJ, USA. New York: IEEE, 246-253(1990).

    [55] Weng J, Cohen P, Herniou M. Camera calibration with distortion models and accuracy evaluation[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 14, 965-980(1992).

    [56] Wang J H, Shi F H, Zhang J et al. A new calibration model of camera lens distortion[J]. Pattern Recognition, 41, 607-615(2008).

    [57] Brown D C. Close-range camera calibration[J]. Photogrammetric Engineering, 37, 855-866(1971).

    [58] Brown D C. Decentering distortion of lenses[J]. Photogrammetric Engineering, 32, 444-462(1966).

    [59] Fang S P, Xia X H, Xiao Y et al. Lens distortion calibration method for linear array cameras[J]. Journal of Xi'an Jiaotong University, 47, 11-14(2013).

    [60] Fang S P, Xia X H, Xiao Y. A calibration method of lens distortion for line scan cameras[J]. Optik, 124, 6749-6751(2013).

    [61] Sun B, Zhu J G, Ren Y et al. A novel method for calibrating linear array cameras based on laser-tracker[J]. Journal of Optoelectronics·Laser, 25, 311-316(2014).

    [62] Zhan D, Jing D Y, Wu M L et al. An accurate and efficient vision measurement approach for railway catenary geometry parameters[J]. IEEE Transactions on Instrumentation and Measurement, 67, 2841-2853(2018).

    [63] Ait-Aider O, Berry F. A flexible calibration method for the intrinsic and mechanical parameters of panoramic line-scan cameras[J]. Computer Vision and Image Understanding, 180, 47-58(2019).

    Guohui Wang, Kemao Qian. Review on Line-Scan Camera Calibration Methods[J]. Acta Optica Sinica, 2020, 40(1): 0111011
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