Correction of Radial Distortion using a Planar Checkerboard Pattern and its Image

被引:31
|
作者
Lee, Seok-Han [1 ]
Lee, Sang-Keun [1 ]
Choi, Jong-Soo [1 ]
机构
[1] Chung Ang Univ, GSAIM, Seoul 156756, South Korea
关键词
Lens distortion; radial distortion; image warping;
D O I
10.1109/TCE.2009.4814410
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The images captured by real cameras often suffer from lens distortion which is a nonlinear and radial distortion. In this work we present a method to correct the radial distortion caused by camera lens. In particular, we discuss a framework to determine distortion vectors and distortion function directly without employing approximation approach which often causes incorrect warping problem. The proposed framework is entirely non-iterative, and therefore is computationally efficient. We also compute the center Of distortion, which is important to obtain optimal results. The accuracy and robustness of the proposed system are verified on the experimental results of several indoor and outdoor images(1).
引用
收藏
页码:27 / 33
页数:7
相关论文
共 50 条
  • [1] Correction of Radial Distortion Using a Planar Checkerboard Pattern and Its Image
    Lee, Seok-Han
    Kim, Tae-Eun
    Choi, Jong-Soo
    2009 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, 2009, : 255 - +
  • [2] RADIAL DISTORTION CORRECTION FROM A SINGLE IMAGE OF A PLANAR CALIBRATION PATTERN USING CONVEX OPTIMIZATION
    Ying, Xianghua
    Mei, Xiang
    Yang, Sen
    Wang, Ganwen
    Zha, Hongbin
    2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 3440 - 3443
  • [3] Recognition of planar checkerboard pattern image corners
    Wang Zhong-shi
    Xu Xin-he
    PROCEEDINGS OF 2005 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1 AND 2, 2005, : 666 - 668
  • [4] Retinal image mosaicing using the radial distortion correction model
    Lee, Sangyeol
    Abramoff, Michael D.
    Reinhardt, Joseph M.
    MEDICAL IMAGING 2008: IMAGE PROCESSING, PTS 1-3, 2008, 6914
  • [5] Auto-location of planar checkerboard pattern image corners
    School of Information Science and Engineering, Northeastern University, Shenyang 110004, China
    不详
    Dongbei Daxue Xuebao, 2006, 9 (949-952):
  • [6] Automatic Radial Distortion Correction for Endoscope Image
    Cong, Weijian
    Yang, Jian
    Deng, Weijiang
    Zhu, Jianjun
    2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), VOLS 1-3, 2013, : 932 - 937
  • [7] Recognition and location of the internal corners of planar checkerboard calibration pattern image
    Wang, Zhongshi
    Wu, We
    Xu, Xinhe
    Xue, Dingyu
    APPLIED MATHEMATICS AND COMPUTATION, 2007, 185 (02) : 894 - 906
  • [8] Correction of image radial distortion based on division model
    Wu, Fanlu
    Wei, Hong
    Wang, Xiangjun
    OPTICAL ENGINEERING, 2017, 56 (01)
  • [9] Robust Radial Distortion Correction from a Single Image
    Li, Le
    Liu, Weibin
    Xing, Weiwei
    2017 IEEE 15TH INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, 15TH INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, 3RD INTL CONF ON BIG DATA INTELLIGENCE AND COMPUTING AND CYBER SCIENCE AND TECHNOLOGY CONGRESS(DASC/PICOM/DATACOM/CYBERSCI, 2017, : 766 - 772
  • [10] Estimation of Radial Distortion Using Local Spectra of Planar Textures
    Spitschan, Benjamin
    Ostermann, Joern
    PROCEEDINGS OF THE FIFTEENTH IAPR INTERNATIONAL CONFERENCE ON MACHINE VISION APPLICATIONS - MVA2017, 2017, : 472 - 477