Samuel Gerber
Visiting Assistant Professor
Mathematics, Duke University
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home -
publications -
research -
software
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Visualization of Correlation
Software to interactively explore correlation in large data sets.
R package: gyroscope version 0.7
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Regularization Free Principal Curve Estimation
Software for the approach to eastimate principal curves and manifolds aas described in:
Samuel Gerber, Ross Whitaker
"Regularization Free Principal Curve Estimation",
Accepted JMLR 2012. [pdf]
Samuel Gerber, Tolga Tasdizen, Ross Whitaker
"Dimensionality Reduction and Principal Surfaces via Kernel Map Manifolds",
In Proceedings of the 2009 International Conference on Computer Vison
(ICCV 2009). [pdf]
R package: http://cran.r-project.org/web/packages/cems/
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Data Analysis with the Morse-Smale Complex
- Morse-Smale based function visualization.
- R package for Morse-Smale complex based visualization and regression.
Relevant papers:
Samuel Gerber, Peer-Timo Bremer, Valerio Pascucci, Ross Whitaker,
"Visual Exploration of High Dimensional Scalar Functions",
IEEE Transactions on Visualization and Computer Graphics to appear,
Proceedings of VIS 2010
[pdf]
R package: http://cran.r-project.org/web/packages/msr/
C++ Visualization Software for the VisWeek 2010 paper
Release 0.2: source |
mac_i386_binaries
Comment: Preprocessing runs significantly faster [ O(n log(n) ) instead
O(n^2 log(n)) ]
Release 0.1: source |
linux_x86_64_binaries |
mac_i386_binaries
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jgeom
Out of my thesis work at the University of Applied Sciences Northwestern
Switzerland evolved a library for mesh and NURBS processing in Java.
The library is open source and can be found here:
jgeom. The library is not
actively developed anymore and was removed from dev.java.net. The project has migrated to sourceforge and the latest
version is available here: jgeom. Part of the library
was is incorporated into XJ3D and in toxiclib,
which appears to be actively developed.
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