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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 Vis 2010 paper
Release 1: source |
linux_x86_64_binaries |
mac_i386_binaries
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Image Analysis and Manifold Learning Tools
This is a set of tools i developed for my research. Most of the tools
require ITK and / or lapack and blas.
All tools come with a CMake setup to
build from source. Binaries for 64 bit Linux are available.
Dimension Reduction Tools (requires Lapack and BLAS)
Tools for doing PCA, MetricMDS, Isomap and KMM's
source , linux_x64_binaries
ElasticRegistration (requires ITK)
A tool for image regsitration using a elastic deformation approach.
Release 2: source
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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.
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