Publication details for Dr Ioannis IvrissimtzisYang, Ying, Norbert, Peyerimhoff & Ioannis, Ivrissimtzis (2013). Linear Correlations between Spatial and Normal Noise in Triangle Meshes. IEEE Transactions on Visualization and Computer Graphics 19(1): 45-55.
- Publication type: Journal Article
- ISSN/ISBN: 1077-2626 (print)
- DOI: 10.1109/TVCG.2012.106
- Further publication details on publisher web site
Author(s) from Durham
We study the relationship between the noise in the vertex coordinates of a triangle mesh and normal noise. First, we
compute in closed form the expectation for the angle between the new and the old normal when uniform noise is added to a single
vertex of a triangle. Next, we propose and experimentally validate an approximation and lower and upper bounds for when uniform
noise is added to all three vertices of the triangle. In all cases, for small amounts of spatial noise that do not severely distort the mesh,
there is a linear correlation between and simple functions of the heights of the triangles and thus, can be computed efficiently.
The addition of uniform spatial noise to a mesh can be seen as a dithered quantisation of its vertices. We use the obtained linear
correlations between spatial and normal noise to compute the level of dithered quantisation of the mesh vertices when a tolerance for
the average normal distortion is given.