Ralf P. Botchen and Daniel Weiskopf and Thomas Ertl.
"Interactive visualisation of uncertainty in flow fields using texture-based techniques".
In 12th Iternational Symposium on Flow Visualisation, 2006.

Links:

Abstract:

We describe texture-based flow visualization techniques that bring out the uncertainties in real-world measured flow data or highlight the deviation of scenarios simulated with different numerical techniques. One visualization approach is based on a generic texture-filtering process that improves the perception of uncertainty-affected regions; the other approach focuses on a user-adjusted color coding of uncertainty. Both methods are implemented on graphics hardware and facilitate interactive visualization. The usefulness of these techniques is demonstrated for examples of simulation and PIVdata sets.

Keywords:

Flow Visualization, Uncertainty Visualization, Graphics Hardware

Bibtex:

@InProceedings{  botchen:2006:IVUF,
  author = 	 {Ralf P. Botchen and Daniel Weiskopf and Thomas Ertl},
  title = 	 {Interactive visualisation of uncertainty in flow
                  fields using texture-based techniques},
  booktitle =    {12th Iternational Symposium on Flow Visualisation},
  year = 	 {2006},
}

Images:

References:

R. P. Botchen, D. Weiskopf, and T. Ertl. Texture-based visualization of uncertainty in flow fields. In Proceedings of IEEE Visualization 2005, pages 647-654, 2005.
R. Brown. Animated visual vibrations as an uncertainty visualisation technique. In Proceedings of GRAPHITE 2004, pages 84-89, 2004.
B. Cabral and L. C. Leedom. Imaging vector fields using line integral convolution. In Proceedings of ACM SIGGRAPH 1993, pages 263-270, 1993.
G. Erlebacher, B. Jobard, and D. Weiskopf. Flow textures: High-resolution flow visualization. In C. D. Hansen and C. R. Johnson, editors, The Visualization Handbook, pages 279-293. Elsevier, Amsterdam, 2005.
O. Frederich, E. Wassen, and F. Thiele. Flow simulation around a finite cylinder on massively parallel computer architecture. In Proceedings of the International Conference on Parallel Computational Fluid Dynamics 2005, Washington D.C., USA, 2005.
H. Griethe and H. Schumann. The visualization of uncertain data: Methods and problems. In Proceedings of SimVis 2006, pages 143-156. SCS Publishing House, 2006.
B. Jobard, G. Erlebacher, and M. Y. Hussaini. Lagrangian-Eulerian advection of noise and dye textures for unsteady flow visualization. IEEE Transactions on Visualization and Computer Graphics, 8(3):211-222, 2002.
C. R. Johnson and A. R. Sanderson. A next step: Visualizing errors and uncertainty. IEEE Computer Graphics and Applications, 23(5):6-10, 2003.
J. M. Kniss, R. V. Uitert, A. Stephens, G.-S. Li, T. Tasdizen, and C. Hansen. Statistically quantitative volume visualization. In Proceedings of IEEE Visualization 2005, pages 287-294, 2005.
A. N. Kolmogorov. The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers. C. R. (Doklady) Acad. Sci. URSS (N.S.), 30:301-305, 1941.
R. S. Laramee, H. Hauser, H. Doleisch, B. Vrolijk, F. H. Post, and D. Weiskopf. The state of the art in flow visualization: Dense and texture-based techniques. Computer Graphics Forum, 23(2):143-161, 2004.
S. K. Lodha, B. Sheehan, A. T. Pang, and C. M. Wittenbrink. Visualizing geometric uncertainty of surface interpolants. In Graphics Interface '96, pages 238-245, 1996.
N. Max and B. Becker. Flow visualization using moving textures. In Proc. ICASW/LaRC Symp. Visualizing Time-Varying Data, pages 77-87, 1995.
A. Pang. Visualizing uncertainty in geo-spatial data. In Proceedings of the Workshop on the Intersections between Geospatial Information and Information Technology, Arlington, 2001.
A. T. Pang, C. M. Wittenbrink, and S. K. Lodha. Approaches to uncertainty visualization. The Visual Computer, 13(8):370-390, 1997.
J. Smagorinsky. General circulation experiments with the primitive equations. Mon. Weather Rev., 91(3):99- 164, 1963.
P. R. Spalart, W. H. Jou, M. Strelets, and S. R. Allmaras. Comments on the feasibility of LES for wings, and on a hybrid RANS/LES approach. In Proceedings of 1st AFOSR International Conference on DNS/LES, pages 137-147, 1997.
J. J. van Wijk. Image based flow visualization. ACM Transactions on Graphics, 21(3):745-754, 2002.
C. Ware. Color sequences for univariate maps. IEEE Computer Graphics and Applications, 8(5):41-49, 1988.
C. Ware. Information Visualization: Perception for Design. Elsevier, Amsterdam, second edition, 2004.
D. Weiskopf, M. Hopf, and T. Ertl. Hardware-accelerated visualization of time-varying 2D and 3D vector fields by texture advection via programmable per-pixel operations. In Proceedings of VMV 2001, pages 439-446, 2001.
C. M. Wittenbrink, A. T. Pang, and S. K. Lodha. Glyphs for visualizing uncertainty in vector fields. IEEE Transactions on Visualization and Computer Graphics, 2(3):266-279, 1996.