3D Building Reconstructions for Urban Modeling using Line Junction Features

  • Lee, Kyu-Won (Department of Information and Communication Eng., Daejeon University)
  • Published : 2007.03.30

Abstract

This paper propose a building reconstruction method of urban area for a 3D GIS with stereo images. The 3D reconstruction is performed by the grouping 3D line segments extracted from the stereo matching of salient edges which are derived from multiple images. The grouping is achieved by conditions of degrees and distances between lines. Building objects are determined by the junction combinations of the grouped line segments. The proposed algorithm demonstrates effective results of 3D reconstruction of buildings with 2D aerial images.

Keywords

References

  1. D. J. Panton, 'A flexible approach to digital stereo mapping,' Photogram. Eng. Remote Sensing, vol. 44, no. 12,pp. 1499-1512, 1978
  2. M. J. Hannah, 'A system for digital stereo image matching,' Photogrammetric Engineering and Remote Sensing, vol. 55, no. 12, pp. 1765-1770, 1989
  3. Y. Hung, C. Chen, K Hung, Y. Chen and C. Fub, 'Multipass hierarchical stereo matching for generation of digital terrain models from aerial images,' Machine Vision and Applications, vol. 10, no. 5/6, pp. 280-291, 1998 https://doi.org/10.1007/s001380050079
  4. D. Kim, D. Woo and K. Lee, 'Robust terrain reconstruction using minimal window technique,' Trans. of KIEE, Vol 52D, No.3, pp. 163-172, 2003
  5. W. E. L. Grimson, 'Computational experiments with feature based stereo algorithm,' IEEE Trans. Pattern Analysis Machine intelligence, vol. 7, no. 1, pp. 17-34, 1985 https://doi.org/10.1109/TPAMI.1985.4767615
  6. D. Marr and T. Poggio, 'A computational theory of human stereo vision', Proc. Roy. Soc. London B204, pp. 301-328, 1979
  7. D. De Vleeschauwer, 'An intensity-based, coarseto- fine approach to reliably measure binocular disparity,' CVGIP: Image Understanding, vol. 57, no. 2,pp. 204-218, 1993 https://doi.org/10.1006/ciun.1993.1013
  8. K.W.Lee, B.H.Lee, Y.K.Jung and E.M.Woo, '3D Reconstruction of Buildings for Urban Modeling,' Proc. of ICUT07, Vol.A, pp.343-352, 2007