“Interpolating and approximating implicit surfaces from polygon soup” by Shen, O’Brien and Shewchuk

  • ©Chen Shen, James F. O'Brien, and Jonathan R. Shewchuk

Conference:


Type:


Title:

    Interpolating and approximating implicit surfaces from polygon soup

Presenter(s)/Author(s):



Abstract:


    This paper describes a method for building interpolating or approximating implicit surfaces from polygonal data. The user can choose to generate a surface that exactly interpolates the polygons, or a surface that approximates the input by smoothing away features smaller than some user-specified size. The implicit functions are represented using a moving least-squares formulation with constraints integrated over the polygons. The paper also presents an improved method for enforcing normal constraints and an iterative procedure for ensuring that the implicit surface tightly encloses the input vertices.

References:


    1. ALEXA, M., BEHR, J., COHEN-OR, D., FLEISHMAN, S., LEVIN, D., AND SILVA, C. T. 2001. Point set surfaces. In IEEE Visualization 2001, 21–28. Google ScholarDigital Library
    2. ALEXA, M., BEHR, J., COHEN-OR, D., FLEISHMAN, S., LEVIN, D., AND SILVA, C. T. 2003. Computing and rendering point set surfaces. IEEE Transactions on Visualization and Computer Graphics 9, 1 (Jan.), 3–15. Google ScholarDigital Library
    3. BELYTSCHKO, T., KRONGAUZ, Y., ORGAN, D., FLEMING, M., AND KRYSL, P. 1996. Meshless methods: An overview and recent developments. Computer Methods in Applied Mechanics and Engineering 139, 3–47. Special issue on meshless methods.Google ScholarCross Ref
    4. BITTAR, E., TSINGOS, N., AND GASCUEL, M.-P. 1995. Automatic reconstruction of unstructured 3D data: Combining a medial axis and implicit surfaces. Proceedings of Eurographics 95, 457–468.Google Scholar
    5. BLOOMENTHAL, J. 1994. An implicit surface polygonizer. In Graphics Gems IV. 324–349. Google ScholarDigital Library
    6. BLOOMENTHAL, J., Ed. 1997. Introduction to Implicit Surfaces. Morgan Kaufmann Publishers, Inc., San Francisco, California. Google ScholarDigital Library
    7. BIOSSONNAT, J. D., AND OUDOT, S. 2003. Provably good surface sampling and approximation. In Proceedings of the ACM SIGGRAPH Symposium on Geometry Processing, 9–18. Google ScholarDigital Library
    8. CARR, J. C., BEATSON, R. K., CHERRIE, J. B., MITCHELL, T. J., FRIGHT, W. R., MCCALLUM, B. C., AND EVANS, T. R. 2001. Reconstruction and representation of 3D objects with radial basis functions. In Proceedings of ACM SIGGRAPH 2001, 67–76. Google ScholarDigital Library
    9. COHEN, J., VARSHNEY, A., MANOCHA, D., TURK, G., WEBER, H., AGARWAL, P., JR., F. P. B., AND WRIGHT, W. 1996. Simplification envelopes. In Proceedings of ACM SIGGRAPH 1996, 119–128. Google ScholarDigital Library
    10. COHEN-OR, D., SOLOMOVICI, A., AND LEVIN, D. 1998. Three-dimensional distance field metamorphosis. ACM Transactions on Graphics 17, 2 (Apr.), 116–141. Google ScholarDigital Library
    11. DESBRUN, M., MEYER, M., SCHRÖDER, P., AND BARR, A. H. 1999. Implicit fairing of irregular meshes using diffusion and curvature flow. In Proceedings of ACM SIGGRAPH 1999, 317–324. Google ScholarDigital Library
    12. FLEISHMAN, S., ALEXA, M., COHEN-OR, D., AND SILVA, C. T. 2003. Progressive point set surfaces. ACM Transactions on Graphics 22, 4 (Oct.), 97–1011. Google ScholarDigital Library
    13. JONES, T. R., DURAND, F., AND DESBRUN, M. 2003. Non-iterative, feature-preserving mesh smoothing. ACM Transactions on Graphics 22, 3 (July), 943–949. Google ScholarDigital Library
    14. KEREN, D., AND GOTSMAN, C. 1998. Tight fitting of convex polyhedral shapes. International Journal of Shape Modeling, 111–126.Google Scholar
    15. MORSE, B., YOO, T. S., RHEINGANS, P., CHEN, D. T., AND SUBRAMANIAN, K. 2001. Interpolating implicit surfaces from scattered surface data using compactly supported radial basis functions. In Proceedings of Shape Modelling International, 89–98. Google ScholarDigital Library
    16. MURAKI, S. 1991. Volumetric shape description of range data using “blobby model”. In Proceedings of ACM SIGGRAPH 1991, 227–235. Google ScholarDigital Library
    17. MUSETH, K., BREEN, D. E., WHITAKER, R. T., AND BARR, A. H. 2002. Level set surface editing operators. ACM Transactions on Graphics 21, 3 (July), 330–338. Google ScholarDigital Library
    18. NOORUDDIN, F. S., AND TURK, G. 2000. Interior/exterior classification of polygonal models. In IEEE Visualization 2000, 415–422. Google ScholarDigital Library
    19. NOORUDDIN, F. S., AND TURK, G. 2003. Simplification and repair of polygonal models using volumetric techniques. IEEE Transactions on Visualization and Computer Graphics 9, 2 (Apr.), 191–205. Google ScholarDigital Library
    20. OHTAKE, Y., BELYAEV, A., ALEXA, M., TURK, G., AND SEIDEL, H.-P. 2003. Multi-level partition of unity implicits. ACM Transactions on Graphics 22, 3 (July), 463–470. Google ScholarDigital Library
    21. OHTAKE, Y., BELYAEV, A., AND SEIDEL, H.-P. 2003. A multi-scale approach to 3D scattered data interpolation with compactly supported basis functions. In Proceedings of Shape Modelling International, 292–300. Google ScholarDigital Library
    22. SAVCHENKO, V. V., PASKO, A. A., OKUNEV, O. G., AND KUNII, T. L. 1995. Function representation of solids reconstructed from scattered surface points and contours. Computer Graphics Forum 14, 4 (Oct.), 181–188.Google ScholarCross Ref
    23. TAUBIN, G. 1995. A signal processing approach to fair surface design. In Proceedings of ACM SIGGRAPH 1995, 351–358. Google ScholarDigital Library
    24. TURK, G., AND O’BRIEN, J. F. 1999. Shape transformation using variational implicit functions. In Proceedings of ACM SIGGRAPH 1999, 335–342. Google ScholarDigital Library
    25. TURK, G., AND O’BRIEN, J. F. 2002. Modelling with implicit surfaces that interpolate. ACM Transactions on Graphics 21, 4 (Oct.), 855–873. Google ScholarDigital Library
    26. YNGVE, G., AND TURK, G. 2002. Robust creation of implicit surfaces from polygonal meshes. IEEE Transactions on Visualization and Computer Graphics 8, 4 (Oct.), 346–359. Google ScholarDigital Library
    27. ZHAO, H.-K., OSHER, S., AND FEDKIW, R. 2001. Fast surface reconstruction using the level set method, In IEEE Workshop on Variational and Level Set Methods, 194–202. Google ScholarDigital Library


ACM Digital Library Publication:



Overview Page: