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An Interpolation Method for a Barrel Distortion Using Nearest Pixels on a Corrected Image

방사왜곡을 고려한 보정 영상 위최근접 화소 이용 보간법

  • Received : 2013.02.21
  • Published : 2013.07.25

Abstract

We propose an interpolation method considering barrel distortion of fisheye lens using nearest pixels on a corrected image. The correction of barrel distortion comprises coordinate transformation and interpolation. This paper focuses on interpolation. The proposed interpolation method uses nearest four coordinates on a corrected image rather than on a distorted image unlike existing techniques. Experimental results show that both subjective and objective image qualities are improved.

본 논문에서는 어안렌즈의 방사왜곡을 고려한 개선된 양선형 보간법을 제안한다. 어안렌즈에서 발생하는 방사왜곡의 보정은 크게 좌표 변환과 보간 작업의 두 단계를 통해 진행된다. 본 논문은 방사왜곡을 고려한 보간법에 대한 연구이다. 기존 기술과 달리 왜곡 영상이 아닌 보정 영상에서 근접한 좌표 4개를 사용한 보간법을 제안한다. 실험결과는 주관적인 화질과 객관적인 화질(PSNR)이 향상되는 것을 보여준다.

Keywords

References

  1. C. Hughes, M. Glavin, E. Jones, and P. Denny, "Wide-angle camera technology for automotive applications: a review," IET Intell. Transp. Syst., vol. 3, no. 1, pp. 19-31, Mar. 2009. https://doi.org/10.1049/iet-its:20080017
  2. E. Royer, M. Lhuillier, M. Dhome, and J. Lavest, "Monocular vision for mobile robot localization and autonomous navigation," Int. Jour. Computer Vision, vol. 74, no. 3, pp. 237-260, Sep. 2007. https://doi.org/10.1007/s11263-006-0023-y
  3. J. Courbon, Y. Mezouar, L. Eck, P. Martinet, "A generic fisheye camera model for robotic applications," IEEE/RSJ Int. Conf. IROS 2007, pp. 1683-1688, Oct. 2007.
  4. K. V. Asari, S. Kumar, and D. Radhakrishnan, "A new approach for nonlinear distortion correction in endoscopic images based on least squares estimation," IEEE Trans. Med. Imaging, vol. 18, no. 4, pp. 345-354, Apr. 1999. https://doi.org/10.1109/42.768843
  5. R. E. Jacobson, S. F. Ray, G. G. Attridge, and N. R. Axford, The manual of photography: photographic and digital imaging, Focal Press, Massachusetts, 2000.
  6. S. Chen, H. Huang, and C. Luo, "Time multiplexed VLSI architecture for real-time barrel distortion correction in video-endoscopic images," IEEE Trans. Circuits Syst. Video Technol., vol. 21, no. 11, pp. 1612-1621, Nov. 2011. https://doi.org/10.1109/TCSVT.2011.2129850
  7. B. Prescott and G. F. McLean, "Line-based correction of radial lens distortion," Graphical Models and Image Processing, vol. 59, no. 1, pp. 39-47, Jan. 1997. https://doi.org/10.1006/gmip.1996.0407
  8. M. Ahmed, A. Farag, "Nonmetric calibration of camera lens distortion: differential methods and robust estimation," IEEE Trans. Image Process., vol. 14, no. 8, pp. 1215-1230, Aug. 2005. https://doi.org/10.1109/TIP.2005.846025
  9. K. Johnson, P. W. Smith, and M. A. Abidi, "A quadric surface projection model for wide-angle lenses," Proc. SPIE, vol. 3522, Boston, MA, pp. 424-434, Nov. 1999.
  10. T. M. Lehmann, C. Gonner, and K. Spitzer, "Survey: interpolation methods in medical image processing," IEEE Trans. Med. Imag., vol. 19, no. 11, pp.1049-1075, Nov 1999.
  11. S. Shah and J.K. Aggarwal, "Intrinsic parameter calibration procedure for a (high-distortion) fish-eye lens camera with distortion model and accuracy estimation," Pattern Recognition, vol. 29, no. 11, pp. 1775-1788, Nov. 1996. https://doi.org/10.1016/0031-3203(96)00038-6
  12. J. C. A. Fernandes, M.J.O. Ferreira, J.A.B.C. Neves and C.A.C. Couto, "Fast correction of lens distortion for image applications," IEEE ISIE, vol. 2, pp. 708-712, 1997.
  13. K. Daloukas, C. D. Antonopoulos, N. Bellas, and S. M. Chai, "Fisheye lens distortion correction on multicore and hardware accelerator platforms," IEEE IPDPS 2010, pp. 1-10, Apr. 2010.
  14. J. Y. Han, Fisheye image correction and low-power scaler design, master's thesis, Kwangwoon University, 2010.
  15. D. C. Brown, "Decentering distortion of lenses," Photogrammetric Engineering, vol. 32, no. 3, pp. 444-462, 1966.
  16. D. Schneider, E. Schwalbe, and H. -G. Maas, "Validation of geometric models for fisheye lenses," Jour. ISPRS, vol. 64, no. 3, pp. 259-266, May. 2009.
  17. R. Tsai, "A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf tv cameras and lenses," IEEE J. Robot. Autom., vol. RA-3, no. 4, pp. 1165-1172, Aug. 1987.
  18. 황용호, 홍현기, "투영곡선의 자동정합을 이용한 전방향 카메라 보정," 전자공학회 논문지, 제 45권 SP편, 제 6호, 125-132쪽, 2008년 11월
  19. 김선영, 윤인혜, 김동균, 백준기, "나선형 패턴을 사용한 어엔란즈 영상 교정 및 기하학적 왜곡 보정," 전자공학회 논문지, 제 49권 SP편, 제 4호, 16-22쪽, 2012년 7월
  20. Kodak Lossless True Color Image http://r0k.us/graphics/kodak/
  21. R. G. Keys, "Cubic convolution interpolation for digital image processing," IEEE Trans. Acoust., Speech, Signal Process., vol. 29, no. 6, pp. 1153-116, Dec. 1981. https://doi.org/10.1109/TASSP.1981.1163711