Chris R. Johnson and Allen R. Sanderson.
A Next Step: Visualizing Errors and Uncertainty.
In IEEE Computer Graphics and Applications, vol. 23, no. 5, pp. 6--10, 2003.


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Abstract:

The development of formal theoretical frameworks and the creation of new visual representations of error and uncertainty will be fundamental to a better understanding of 3D experimental and simulation data. Such improved understanding will validate new theoretical models, enable better understanding of data, and facilitate better decision making. We urge the scientific visualization research community to take the next step and make visually representing errors and uncertainties the norm rather than the exception.

Bibtex:

@Article{ 	johnson:2003:VEAU,
  author = 	{Chris R. Johnson and Allen R. Sanderson},
  title = 	{A Next Step: Visualizing Errors and Uncertainty},
  journal = 	{{IEEE} Computer Graphics and Applications},
  volume = 	{23},
  number = 	{5},
  pages = 	{6--10},
  year = 	{2003},
}

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References:

B.N. Taylor and C.E. Kuyatt, Guidelines for Expressing and Evaluating the Uncertainty of NIST Experimental Results, NIST tech. note 1297, 1994.
J.D. Woods and P.F. Fisher, "Assessing Interpolation Accu- racy in Elevation Models," IEEE Computer Graphics and Applications, vol. 13, no. 3, May 1993, pp. 48-56.
S. Lodha et al., "Visualizing Geometric Uncertainty of Sur- face Interpolants," Proc. Graphics Interfaces, Canadian Human-Computer Communications Society, 1996, pp. 238-245.
C.M. Wittenbrink, A. Pang, and S.K. Lodha, "Glyphs for Visualizing Uncertainty in Vector Fields," IEEE Trans. Visu- alization and Computer Graphics, vol. 2, no. 3, Sept. 1996, pp. 266-279.
S.K. Lodha, A. Pang, and R.E. Sheehan, "UFLOW: Visual- izing Uncertainty in Fluid Flow," Proc. IEEE Visualization, IEEE CS Press, 1996, pp. 249-254.
A. Lopes and K. Brodlie, "Accuracy in 3D Particle Tracing," Mathematical Visualization: Algorithms, Applications and Numerics, HC Hege and K. Polthier, eds., Springer Verlag, 1998, pp. 329-341.
A.T. Pang, C.M. Wittenbrink, and S.K. Lodha, "Approach- es to Uncertainty Visualization," The Visual Computer, vol. 13, no. 8, Nov., 1997, pp. 370-390.
G. Grigoryan and P. Rheingans, "Probabilistic Surfaces: Point Based Primitives to Show Surface Uncertainty," Proc. IEEE Visualization, IEEE CS Press, 2002, pp. 147-153.
A.R. Sanderson and C.R. Johnson, Display of Vector Fields Using a Reaction-Diffusion Model, tech. report UUSCI2003- 002, SCI Inst., 2003.
A.M. Turing, "The Chemical Basis of Morphogenesis," Philosophical Trans. Royal Soc. London, vol. B237, 1952, pp. 37-72.
P. Gray and S.K. Scott, "Sustained Oscillations and Other Exotic Patterns of Behaviour in Isothermal Reactions," J. Physical Chemistry, vol. 59, 1985, pp. 22-32.
P. Gray and S.K. Scott, Chemical Oscillations and Instabili- ty: Nonlinear Chemical Kinetics, Oxford Univ. Press, 1990.