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Data Fusion for Photorealistic 3D Models

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Computer Analysis of Images and Patterns (CAIP 2005)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 3691))

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Abstract

This study aims at building photorealistic 3D models of real-world objects. We discuss the problem of combining a 3D textureless model obtained by 3D scanner, with optical images that provide textural information of the object. Recently, we have proposed a novel method to register an uncalibrated image pair to a 3D surface model. After registration, the images are mapped to the surface. However, as the images show different parts of the objects, partial overlapping textures can only be extracted from them. Combining the images into a complete texture map that covers the entire object is not trivial. We present a method to build photorealistic 3D models that includes algorithms for data registration and for merging multiple texture maps using surface flattening. Experimental results on real and synthetic data are shown.

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References

  1. Csendes, T.: Nonlinear parameter estimation by global optimization – Efficiency and Reliability. Acta Cybernetica 8, 361–370 (1988)

    MATH  MathSciNet  Google Scholar 

  2. Bernardini, F., et al.: Building a digital model of Michelangelo’s Florentine Pietà. IEEE Comp. Graphics & Applications 22(1), 59–67 (2002)

    Article  Google Scholar 

  3. Mayer, H., et al.: Multiresolution texture for photorealistic rendering. In: Proc. 17th Spring Conference on Computer Graphics, p. 109. IEEE Comp. Soc., Los Alamitos (2001)

    Chapter  Google Scholar 

  4. Ikeuchi, K., et al.: The great Buddha project: Modeling cultural heritage for VR systems through observation. In: Proc. IEEE ISMAR 2003 (2003)

    Google Scholar 

  5. Clarkson, M.J., et al.: Using photo-consistency to register 2D optical images of the human face to a 3D surface model. IEEE Tr. on PAMI 23, 1266–1280 (2001)

    Google Scholar 

  6. Haker, S., et al.: Conformal surface parameterization for texture mapping. IEEE Tr. on Visualization and Comp. Graphics 6(2), 181–189 (2000)

    Article  Google Scholar 

  7. Hartley, R., Zisserman, A.: Multiple View Geometry in Computer Vision. Cambridge Univ. Press, Cambridge (2000)

    MATH  Google Scholar 

  8. Jankó, Z., Chetverikov, D.: Photo-consistency based registration of an uncalibrated image pair to a 3D surface model using genetic algorithm. In: Proc. 2nd Int. Symp. on 3D Data Processing, Visualization & Transmission, pp. 616–622 (2004)

    Google Scholar 

  9. Jankó, Z., Chetverikov, D.: Registration of an uncalibrated image pair to a 3D surface model. In: Proc. 17th Int. Conf. on Pattern Recognition, vol. 2, pp. 208–211 (2004)

    Google Scholar 

  10. Kós, G.: An algorithm to triangulate surfaces in 3D using unorganised point clouds. Computing Suppl. 14, 219–232 (2001)

    Google Scholar 

  11. Kós, G., Várady, T.: Parameterizing complex triangular meshes. In: Proc. 5th International Conf. on Curves and Surfaces, pp. 265–274 (2003)

    Google Scholar 

  12. Kutulakos, K.N., Seitz, S.M.: A Theory of Shape by Space Carving. Prentice Hall, Englewood Cliffs (1993)

    Google Scholar 

  13. Levoy, M., et al.: The digital Michelangelo project. ACM Computer Graphics Proceedings, 131–144 (2000)

    Google Scholar 

  14. Piponi, D., Borshukov, G.: Seamless texture mapping of subdivision surfaces by model pelting and texture blending. In: Proc. 27th Annual Conf. on Comp. Graphics and Interactive Techniques, pp. 471–478. ACM Press, New York (2000)

    Chapter  Google Scholar 

  15. Sequeira, V., Gonçalves, J.G.M.: 3D reality modelling: Photo-realistic 3D models of real world scenes. In: Proc. 1st Int. Symp. on 3D Data Processing, Visualization & Transmission, pp. 776–783 (2002)

    Google Scholar 

  16. Sheffer, A., de Sturler, E.: Smoothing an overlay grid to minimize linear distortion in texture mapping. ACM Tr. Graphics 21(4), 874–890 (2002)

    Article  Google Scholar 

  17. Walker, J.: Satellite data, http://www.fourmilab.ch/cgi-bin/uncgi/Earth

  18. Yemez, Y., Schmitt, F.: 3D reconstruction of real objects with high resolution shape and texture. Image and Vision Computing 22, 1137–1153 (2004)

    Article  Google Scholar 

  19. Zigelman, G., Kimmel, R., Kiryati, N.: Texture mapping using surface flattening via multi-dimensional scaling. IEEE Tr. on Visualization and Comp. Graphics 8(2), 198–207 (2002)

    Article  Google Scholar 

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© 2005 Springer-Verlag Berlin Heidelberg

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Jankó, Z., Chetverikov, D. (2005). Data Fusion for Photorealistic 3D Models. In: Gagalowicz, A., Philips, W. (eds) Computer Analysis of Images and Patterns. CAIP 2005. Lecture Notes in Computer Science, vol 3691. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11556121_30

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  • DOI: https://doi.org/10.1007/11556121_30

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-28969-2

  • Online ISBN: 978-3-540-32011-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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