access icon free Corrected unwrapping method based on the tangential and radial distortion centre for the panoramic annular image

A novel corrected unwrapping method is proposed for panoramic annular images based on the catadioptric panoramic imaging system. The method is comprised of four key steps. Firstly, the distortion centre parameters on the panoramic annular image are determined, including the tangential distortion centre by using the least-square fitting (LSF) method and the radial distortion centre by extracting feature points. Secondly, the affine transformation relation between panoramic annular image and cylindrical panoramic image is constructed based on the centre parameters and the geometric properties of panoramic image. Then the annular image pixels are replicated into the cylindrical panoramic image by means of the bilinear interpolation. Finally, the frame aspect ratio for the final image unwrapping is corrected. The motivation for developing this technique is to solve the distortion problem from the centre deviation, and ultimately to promotes its adoption in pipe non-destructive testing systems. Experimental results have proved the feasibility, validity and higher accuracy of the unwrapping method.

Inspec keywords: affine transforms; least squares approximations; feature extraction; distortion; interpolation

Other keywords: pipe nondestructive testing systems; afflne transformation relation; corrected image unwrapping method; panoramic annular image; feature point extraction; geometric property; frame aspect ratio; radial distortion centre parameter; least-square fitting method; centre deviation; annular image pixels; bilinear interpolation; tangential distortion centre parameter; LSF method; catadioptric panoramic imaging system; cylindrical panoramic image

Subjects: Interpolation and function approximation (numerical analysis); Image recognition; Integral transforms in numerical analysis; Integral transforms in numerical analysis; Computer vision and image processing techniques; Interpolation and function approximation (numerical analysis)

References

    1. 1)
      • 7. Yagi, Y., Kawato, S.: ‘Panorama scene analysis with conic projection’. IEEE Int. Workshop on Intelligent Robots and Systems'90. ‘Towards a New Frontier of Applications, Proc. IROS ‘90’, Japan, July 1990, vol. 1, pp. 181187.
    2. 2)
      • 23. Zhu, J., Li, X.F., Tan, W.B.: ‘Measurement of short are based on centre constraint least-square circle fitting’, Opl. Precis. Eng., 2009, 17, (10), pp. 24862492.
    3. 3)
    4. 4)
      • 6. Yamazawa, K., Yachida, M.: ‘Omnidirectional imaging with hyperboloidal projection’. Proc. 1993 IEEE/RSJ Int. Conf. on Intelligent Robots and Systems ‘93, IROS ‘93, Japan, July 1993, pp. 10291034.
    5. 5)
    6. 6)
    7. 7)
      • 25. Ma, Z.L., Wang, J.Z.: ‘Unwrapping and distortion correction of catadioptric panoramic reconnaissance image’, J. Projectiles Rockets Missiles Guid., 2010, 30, (5), pp. 173176.
    8. 8)
    9. 9)
      • 5. Rees, D.W.: ‘Panoramic television viewing system’. US Patent 3505465, April 1970.
    10. 10)
      • 4. Nayar, S.K.: ‘Catadioptric omnidirectional camera’. Proc. IEEE Computer Society Conf. on Computer Vision and Pattern Recognition, 1997, pp. 482488.
    11. 11)
    12. 12)
    13. 13)
      • 19. Hou, H.J., Bai, J., Yang, G.G.: ‘Research on image processing of the three-dimensional image of panoramic annular lens’, Opt. Instrum., 2005, 27, (6), pp. 4347.
    14. 14)
    15. 15)
      • 24. Zhang, Z.H., Li, K.J., Wu, X.B.: ‘Research and implementation of the algorithm for unwrapped and distortion correction basing on CORDIC for panoramic image’, SPIE, 2008, pp. 6623C-16623C-9.
    16. 16)
      • 10. Chong, N.S., Wong, M.L.D., Kho, Y.H.: ‘Closed form spherical omnidirectional image unwrapping’. IET Conf. on Image Processing (IPR 2012), 2012, pp. 15.
    17. 17)
      • 3. Ritter, M., Frey, C.W.: ‘Rotating optical geometry sensor for inner pipe-surface reconstruction’, Proc. SPIE 7538, 2010, pp. 7538.
    18. 18)
      • 15. Kostrzewski, A.A., Ro, S., Agurok, I., Bennahmias, M.: ‘Panoramic video system with real-time distortion-free imaging’. US patent 021585, 2004.
    19. 19)
    20. 20)
      • 17. Potucek, I.: ‘Omni-directional image processing for human detection and tracking’. PhD thesis, Brno University, 2004.
    21. 21)
      • 16. Ives, R.W., Ngo, H., Winchell, S.: ‘Evaluating the information content of near-infrared iris imagery’. ISABEL'11 Proc. Fourth Int. Symp. on Applied Sciences in Biomedical and Communication Technologies, USA, 2011, p. 148.
    22. 22)
    23. 23)
      • 1. Ahmad, R., Banerjee, S., Kundu, T.: ‘Cylindrical guide waves for damage in underground pipes using wavelet transforms’, SPIE, 2006, 6174, pp. 767776.
    24. 24)
    25. 25)
http://iet.metastore.ingenta.com/content/journals/10.1049/iet-ipr.2014.0301
Loading

Related content

content/journals/10.1049/iet-ipr.2014.0301
pub_keyword,iet_inspecKeyword,pub_concept
6
6
Loading