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3D Database Population from Single Views of Surfaces of Revolution

  • C. Colombo
  • D. Comanducci
  • A. Del Bimbo
  • F. Pernici
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3617)

Abstract

Solids of revolution (vases, bottles, bells, ...), shortly SORs, are very common objects in man-made environments. We present a complete framework for 3D database population from a single image of a scene including a SOR. The system supports human intervention with automated procedures to obtain good estimates of the interest entities needed for 3D reconstruction. The system exploits the special geometry of the SOR to localize it within the image and to recover its shape. Applications for this system range from the preservation and classification of ancient vases to advanced graphics and multimedia.

Keywords

Iterative Close Point Single View Iterative Close Point Visual Hull Edge Extraction 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

References

  1. 1.
    Paquet, E., Rioux, M., Murching, A., Naveen, T., Tabatabai, A.: Description of shape information for 2D and 3D objects. Signal Processing: Image Communication 16, 103–122 (2000)CrossRefGoogle Scholar
  2. 2.
    Kazhdan, M., Funkhouser, T.: Harmonic 3D shape matching. In: SIGGRAPH 2002: Technical Sketch (2002)Google Scholar
  3. 3.
    Ankerst, M., Kastenmüller, G., Kriegel, H.P., Seidl, T.: 3D shape histograms for similarity search and classification in spatial databases. In: Güting, R.H., Papadias, D., Lochovsky, F.H. (eds.) SSD 1999. LNCS, vol. 1651, pp. 207–226. Springer, Heidelberg (1999)CrossRefGoogle Scholar
  4. 4.
    Zaharia, T., Prêteux, F.: Shape-based retrieval of 3d mesh-models. In: ICME 2002: International Conference on Multimedia and Expo. (2002)Google Scholar
  5. 5.
    Assfalg, J., Del Bimbo, A., Pala, P.: Curvature maps for 3D Content-Based Retrieval. In: ICME 2003: Proceedings of the International Conference on Multimedia and Expo. (2003)Google Scholar
  6. 6.
    Szeliski, R.: Rapid octree construction from image sequences. Computer Vision, Graphics, and Image Processing 58, 23–32 (1993)CrossRefGoogle Scholar
  7. 7.
    Mundy, J., Zisserman, A.: Repeated structures: Image correspondence constraints and ambiguity of 3D reconstruction. In: Mundy, J., Zisserman, A., Forsyth, D. (eds.) Applications of invariance in computer vision, pp. 89–106. Springer, Heidelberg (1994)Google Scholar
  8. 8.
    Hartley, R.I., Zisserman, A.: Multiple View Geometry in Computer Vision. Cambridge University Press, Cambridge (2003)Google Scholar
  9. 9.
    Pollefeys, M.: Self-calibration and metric 3D reconstruction from uncalibrated image sequences. PhD thesis, K.U. Leuven (1999)Google Scholar
  10. 10.
    Jiang, G., Tsui, H., Quan, L., Zisserman, A.: Geometry of single axis motions using conic fitting. IEEE Transactions on Pattern Analysis and Machine Intelligence (25), 1343–1348 (2003)Google Scholar
  11. 11.
    Colombo, C., Del Bimbo, A., Pernici, F.: Metric 3D reconstruction and texture acquisition of surfaces of revolution from a single uncalibrated view. IEEE Transactions on Pattern Analysis and Machine Intelligence (27), 99–114 (2005)Google Scholar
  12. 12.
    Colombo, C., Comanducci, D., Del Bimbo, A., Pernici, F.: Accurate automatic localization of surfaces of revolution for self-calibration and metric reconstruction. In: IEEE CVPR Workshop on Perceptual Organization in Computer Vision (POCV) (2004)Google Scholar
  13. 13.
    Zhang, Z.Y.: Iterative point matching for registration of free-form curves and surfaces. International Journal of Computer Vision 13, 119–152 (1994)CrossRefGoogle Scholar
  14. 14.
    de Figueiredo, L.H., Gomes, J.: Computational morphology of curves. The Visual Computer 11, 105–112 (1995)CrossRefGoogle Scholar
  15. 15.
    Del Bimbo, A.: Visual Information Retrieval. Morgan Kaufmann, San Francisco (1999)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • C. Colombo
    • 1
  • D. Comanducci
    • 1
  • A. Del Bimbo
    • 1
  • F. Pernici
    • 1
  1. 1.Dipartimento di Sistemi e InformaticaFirenzeItaly

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