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Appearance and Geometry Completion with Constrained Texture Synthesis

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Advances in Computer Graphics (CGI 2006)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 4035))

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Abstract

A novel approach for appearance and geometry completion over point-sampled geometry is presented in this paper. Based on the result of surface clustering and the given texture sample, we define a global texture energy function on the point set surface for direct texture synthesis. The color texture completion is performed by minimizing a constrained global energy using the existing texture on the surface as the input texture sample. We convert the issue of context-based geometry completion into a task of texture completion on the surface. The geometric detail is then peeled and converted into a piece of signed gray-scale texture on the base surface of the point set surface. We fill the holes on the base surface by smoothed extrapolation and the geometric details over these patches are reconstructed by a process of gray-scale texture completion. Experiments show that our method is flexible, efficient and easy to implement. It provides a practical texture synthesis and geometry completion tool for 3D point set surfaces.

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References

  1. Alexa, M., Klug, T., Stoll, C.: Direction fields over point-sampled geometry. Journal of WSCG 11(1), 27–32 (2003)

    Google Scholar 

  2. Clarenz, U., Rumpf, M., Telea, A.: Finite elements on point based surfaces. In: Proc. EG Symposium of Point Based Graphics (2004)

    Google Scholar 

  3. Carr, J.C., Beatson, R.K., Cherrie, J.B., Mitchell, T.J., Fright, W.R., McCallum, B.C., Evans, T.R.: Reconstruction and representation of 3d objects with radial basis functions. In: ACM SIGGRAPH, pp. 67–76 (2001)

    Google Scholar 

  4. Ohtake, Y., Belyaev, A., Seidel, H.-P.: A multi-scale approach to 3d scattered data interpolation with compactly supported basis functions. In: Shape Modeling International, pp. 153–161 (2003)

    Google Scholar 

  5. Davis, J., Stephen, R.M., Garr, M., Levoy, M.: Filling holes in complex surfaces using volumetric diffusion. In: First International Symposium on 3D Data Processing, Visualization, and Transmission, pp. 428–438 (2002)

    Google Scholar 

  6. Liepa, P.: Filling holes in meshes. In: Proceedings of the Eurographics/ACM SIGGRAPH symposium on Geometry processing, pp. 200–205 (2003)

    Google Scholar 

  7. Verdera, J., Caselles, V., Bertalmio, M., Sapiro, G.: Inpainting surface holes. In: Proceedings of International Conference on Image Processing, pp. 903–906 (2003)

    Google Scholar 

  8. Ju, T.: Robust repair of polygonal models. ACM Trans.Graph 23(3), 888–895 (2004)

    Article  Google Scholar 

  9. Sharf, A., Alexa, M., Cohen-Or, D.: Context-based surface completion. ACM Trans.Graph 23(3), 878–887 (2004)

    Article  Google Scholar 

  10. Pauly, M., Mitra, N., Giesen, J., Gross, M., Guibas, L.J.: Example-based 3d scan completion. In: Symposium on Geometry Processing, pp. 23–32 (2005)

    Google Scholar 

  11. Lai, Y.-K., Hu, S.-M., Gu, D.X., Martin, R.: Geometric texture synthesis and transfer via geometry images. In: Proceedings of the 2005 ACM symposium on Solid and physical modeling, pp. 15–26 (2005)

    Google Scholar 

  12. Park, S., Guo, X., Shin, H., Qin, H.: Shape and appearance repair for incomplete point surfaces. In: International conference on computer graphics, pp. 1260–1267 (2005)

    Google Scholar 

  13. Nguyen, M.X., Yuan, X., Chen, B.: Geometry completion and detail generation by texture synthesis. In: Proceeding of Pacific Graphics, pp. 23–32 (2005)

    Google Scholar 

  14. Kwatra, V., Essa, I.A., Bobick, A.F., Kwatra, N.: Texture optimization for example-based synthesis. ACM Trans. Graph 24(3), 795–802 (2005)

    Article  Google Scholar 

  15. Pauly, M., Gross, M., Kobbelt, L.: Efficient simplification of point-sampled surfaces. In: IEEE Visualization, pp. 1260–1267 (2002)

    Google Scholar 

  16. Xiao, C., Miao, Y., Liu, S., Peng, Q.: A dynamic balanced flow for filtering point-sampled geometry. The Visual Computer (to appear, 2006)

    Google Scholar 

  17. Hoppe, H., DeRose, T., Duchamp, T., McDonald, J., Stuetzle, W.: Reconstruction from unorganized points. In: ACM SIGGRAPH, pp. 71–78 (1992)

    Google Scholar 

  18. Sun, J., Yuan, L., Jia, J., Shum, H.Y.: Image completion with structure propagation. ACM Trans.Graph 24(3), 861–868 (2005)

    Article  Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Xiao, C., Zheng, W., Miao, Y., Zhao, Y., Peng, Q. (2006). Appearance and Geometry Completion with Constrained Texture Synthesis. In: Nishita, T., Peng, Q., Seidel, HP. (eds) Advances in Computer Graphics. CGI 2006. Lecture Notes in Computer Science, vol 4035. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11784203_3

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  • DOI: https://doi.org/10.1007/11784203_3

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-35638-7

  • Online ISBN: 978-3-540-35639-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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