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An ITK-based implementation of principal components analysis. A more detailed description can be found in the Insight Journal article: Bowers M., Younes L. ''Principal Components Analysis of Scalar, Vector, and Mesh Vertex Data.'' August, 2013.

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ITKPrincipalComponentsAnalysis

Overview

An ITK-based implementation of principal components analysis.

For more information, see the Insight Journal article:

Bowers M., Younes L.
Principal Components Analysis of Scalar, Vector, and Mesh Vertex Data
The Insight Journal. August. 2013.
https://hdl.handle.net/10380/3386
https://www.insight-journal.org/browse/publication/878

Installation

Since ITK 4.10.0, this module is available in the ITK source tree as a Remote module. To enable it, set:

Module_PrincipalComponentsAnalysis:BOOL=ON

in ITK's CMake build configuration.

For Python packages:

pip install itk-principalcomponentsanalysis

License

This software is distributed under the Apache 2.0 license. Please see the LICENSE file for details.

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An ITK-based implementation of principal components analysis. A more detailed description can be found in the Insight Journal article: Bowers M., Younes L. ''Principal Components Analysis of Scalar, Vector, and Mesh Vertex Data.'' August, 2013.

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  • C++ 82.7%
  • CMake 10.2%
  • Python 7.1%