[Forschungsseminar-BSV] Research Seminar 'Computer Graphics, Image Processing, and Visualization'
Tom Liebmann
liebmann at informatik.uni-leipzig.de
Do Mai 26 09:10:47 CEST 2016
A T T E N T I O N: Please note that day and room differ from our normal
schedule.
I N V I T A T I O N
===============================================
to the Research Seminar 'Computer Graphics, Image Processing, and
Visualization'
onMonday, May 30th, 2016, at 1:15 PM,
in Room P-702 in the Paulinum, Augustusplatz.
===============================================
We will be hearing a total of three talks.
Two of them are given by
Roxana Bujack
Computer Graphics and HCI Group
University of Kaiserslautern.
The first talk is entitled
"Analysis of Error in Interpolation-Based Pathline Tracing".
Abstract:
Chandler et al. presented interpolation-based pathline tracing as an
alternative method to numerical integration for advecting tracers in
particle-based flow fields. Through their experiments, they showed
that an
interpolation-based method has lower error than a numerical
integration-based method for particle tracing. In this paper we seek to
understand the sources of the error in interpolation-based pathline
tracing.
We present a formal analysis of the theoretical bound on the error when
advecting pathlines using this method. Additionally, we
characterize the
error in experimental data sets using characteristics of the flow field
such as neighborhood change, flow divergence, and length of the
reference
pathline.
Understanding the sources of error in an advection method is
important to
know where there may be uncertainty in the resulting analysis. We
find that
for interpolation-based pathline tracing the error is most closely
related
to the divergence in the flow field.
===============================================
The second talk is entitled
"Strategic Initiatives for Flow Visualization in Environmental
Sciences".
Abstract:
Flow plays a big role in the environmental sciences, but there are
major
differences between theoretically available and practically applied
visualization techniques.
This paper surveys various techniques in computational and
environmental
flow visualization, identifies challenges, and suggests strategic
initiatives on how to bridge the gap.
===============================================
The third talk is given by
Tom Liebmann
Image and Signal Processing Group
Leipzig University
Abstract:
Simulations and measurements often result in scalar fields with
uncertainty
due to errors or output sensitivity estimates. Methods for analyzing
topological features of such fields usually are not capable of
handling all
aspects of the data. They either are not deterministic due to using
Monte
Carlo approaches, approximate the data with confidence intervals,
or miss
out on incorporating important properties, such as correlation. In this
paper, we focus on the analysis of critical points of
Gaussian-distributed
scalar fields. We introduce methods to deterministically extract
critical
points, approximate their probability with high precision, and even
capture
relations between them resulting in an abstract graph representation.
Unlike many other methods, we incorporate all information contained
in the
data including global correlation. Our work therefore is a first step
towards a reliable and complete description of topological features of
Gaussian-distributed scalar fields.
===============================================
On behalf of Professor Scheuermann all those interested are cordially
invited to attend.
Yours sincerely,
Tom Liebmann
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