[Forschungsseminar-BSV] Research Seminar 'Computer Graphics, Image Processing, and Visualization'
Tom Liebmann
liebmann at informatik.uni-leipzig.de
Fr Okt 2 07:13:55 CEST 2015
A T T E N T I O N: Please note that the seminar will take place on a day
different than usual.
I N V I T A T I O N
to the Research Seminar 'Computer Graphics, Image Processing, and
Visualization'
on Monday, October 5th, 2015, at 1:15 PM,
in Room P-701 in the Paulinum, Augustusplatz.
The talk is given by
Dr. Mathias Goldau
Image and Signal Processing Group
Institute of Computer Science
Leipzig University
and is entitled
"Interactive GPU-based Visualization of Scalar Data with Gaussian
Distributed Uncertainty".
Abstract:
We present a GPU-based approach to visualize samples of normally
distributed uncertain, three-dimensional scalar data. Our approach
uses a
mathematically sound interpolation scheme, i.e., Gaussian process
regression. The focus of this work is to demonstrate, that
GP-regression
can be a used for interpolation in practice, despite the high
computational
costs. The potential of our method is demonstrated by an
interactive volume
rendering of three-dimensional data, where the gradient estimation is
directly computed by the field function without the need of additional
sample points of the underlying data. We illustrate our method using
three-dimensional data sets of the medical research domain.
On behalf of Professor Scheuermann all those interested are cordially
invited to attend.
Yours sincerely,
Tom Liebmann
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