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GVF-Based Transfer Functions for Volume Rendering

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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

Transfer function is very important for volume rendering. One common approach is to map the gradient magnitude to opacity transfer functions. However, it catches too many small details. Gradient vector flow (GVF) vectors have large magnitudes in the immediate vicinity of the edges, where the GVF vectors keep coordinate with the vectors of the gradient of the edge map. While in homogeneous regions where the intensity is nearly constant, the magnitudes of gradient vectors are nearly zero and GVF diffuses the edge gradient. Because of these aspects, we extend GVF to color space and apply it for opacity transfer functions. Experiments show that our method enhances edge features and makes a visual effect of diffusing along the edges.

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References

  1. Shirley, P., Tuchman, A.: Volume visualization methods for scientific computing

    Google Scholar 

  2. Geiger, B.: Three-dimensional modeling of human organs and its application to diagnosis and surgical planning. PhD thesis, INRIA, France (1993)

    Google Scholar 

  3. Lorenson, W.E., Cline, H.: Marching cubes: A high-resolution 3D surface construction algorithm. In: Proceedings of SIGGRAPH 1987, pp. 163–169 (1987)

    Google Scholar 

  4. Milnor, J.W.: Morse Theory. Princeton University Press, Princeton, NJ (1963)

    MATH  Google Scholar 

  5. Levoy, M.: Display of surfaces from volume data. IEEE Computer Graphics and Applications 8(5), 29–37 (1988)

    Article  Google Scholar 

  6. Westover, L.: Footprint evaluation for volume rendering. Computer graphics 24(4) (1990)

    Google Scholar 

  7. Elvins, T.T.: A Survey of Algorithms for Volume Visualization. Computer Graphics 26(3), 194–201 (1992)

    Article  Google Scholar 

  8. Pfister, H., Lorensen, B., Bajaj, C., Kindlmann, G., Schroeder, W., Avila, L.S., Martin, K., Machiraju, R., Lee, J.: The transfer function bake-off. IEEE Comput. Graphics Appl. 21(3), 16–22 (2001)

    Article  Google Scholar 

  9. Sapiro, G., Ringach, D.L.: Anisotropic Diffusion of Multivalued Images with Applications to Color Filtering. IEEE Trans. Image Processing 5(11), 1582–1586 (1996)

    Article  Google Scholar 

  10. Ebert, D.S., Morris, C.J., Rheingans, P., Yoo, T.S.: Designing effective transfer functions for volume rendering from photographic volumes. IEEE Transactions on Visualization and Computer Graphics 8(2), 183–197 (2002)

    Article  Google Scholar 

  11. Xu, C., Prince, J.L.: Snakes, Shapes, and Gradient Vector Flow. IEEE Trans. Pattern Analysis and Machine Intelligence 7(3), 359–369 (1998)

    MATH  MathSciNet  Google Scholar 

  12. Kass, M., Witkin, A., Terzopoulos, D.: Snakes: Active contour models. Int’l J. Computer Vision 1, 321–331 (1987)

    Article  Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Wang, S., Li, H. (2006). GVF-Based Transfer Functions for Volume Rendering. 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_71

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  • DOI: https://doi.org/10.1007/11784203_71

  • 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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