Lens radial distortion calibration using homography of central points

被引:0
|
作者
Nowakowski, Artur [1 ]
Skarbek, Wladyslaw [1 ]
机构
[1] Warsaw Univ Technol, Inst Radioelect, Warsaw, Poland
关键词
optical distortion; nonlinear distortion; camera calibration; homography;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We present a novel method for radial lens distortion calibration which results in high accuracy of compensation. It is based on single image of planar chessboard pattern and uses the extracted distorted grid of points. Due to homographic approach, no special alignment of the camera with regard to the calibration object is required. Undistorted grid is determined from the central points of the image and used to find the radial distortion model using linear least square method (LSM). The model is used for dense compensation by bilinear interpolation or for sparse compensation by Newton iterative scheme.
引用
收藏
页码:2107 / 2110
页数:4
相关论文
共 50 条
  • [1] Lens distortion calibration using homography
    Xu, X. Q.
    Xia, J. Y.
    Zhang, Q.
    Xiong, J. L.
    FOURTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2012), 2012, 8334
  • [2] Homography of central points for optical distortion compensation
    Nowakowski, A.
    Skarbek, W.
    OPTO-ELECTRONICS REVIEW, 2007, 15 (04) : 202 - 209
  • [3] Calibration of radial lens distortion using a Gaussian model
    Nowakowski, Artur
    Skarbek, Wladyslaw
    OPTICAL ENGINEERING, 2017, 56 (10)
  • [4] Radial Distortion Homography
    Kukelova, Zuzana
    Heller, Jan
    Bujnak, Martin
    Pajdla, Tomas
    2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2015, : 639 - 647
  • [5] Noniterative calibration of a camera lens with radial distortion
    Wu, Junfang
    Liu, Guixiong
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2012, 23 (10)
  • [6] Camera calibration with lens distortion and from vanishing points
    He, Bingwei
    Li, Youfu
    OPTICAL ENGINEERING, 2009, 48 (01)
  • [7] Multiview Trajectory Mapping Using Homography with Lens Distortion Correction
    Kayumbi, Gabin
    Cavallaro, Andrea
    EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2008, 2008 (1)
  • [8] Multiview Trajectory Mapping Using Homography with Lens Distortion Correction
    Gabin Kayumbi
    Andrea Cavallaro
    EURASIP Journal on Image and Video Processing, 2008
  • [9] Lens distortion calibration using level sets
    El-Melegy, MT
    Al-Ashwal, NH
    VARIATIONAL, GEOMETRIC, AND LEVEL SET METHODS IN COMPUTER VISION, PROCEEDINGS, 2005, 3752 : 356 - 367
  • [10] Lens distortion calibration using point correspondences
    Stein, GP
    1997 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1997, : 602 - 608