Using directional curvatures to visualize folding patterns of the GTM projection manifolds
Tino, P., Nabney, I. and Sun, Yi.
(2001)
Using directional curvatures to visualize folding patterns of the GTM projection manifolds.
pp. 421-428.
ISSN 0302-9743
In data visualization, characterizing local geometric properties of non-linear projection manifolds provides the user with valuable additional information that can influence further steps in the data analysis. We take advantage of the smooth character of GTM projection manifold and analytically calculate its local directional curvatures. Curvature plots are useful for detecting regions where geometry is distorted, for changing the amount of regularization in non-linear projection manifolds, and for choosing regions of interest when constructing detailed lower-level visualization plots.
Item Type | Article |
---|---|
Date Deposited | 26 Jul 2024 21:00 |
Last Modified | 26 Jul 2024 21:00 |
Downloads
Share this file
Explore Further
Read more research from the creator(s):
Find work associated with the faculties and division(s):