Construction of Statistical Shape Models from Minimal Deformations
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Abstract. Statistical shape models (SSM) capture the variation of shape across a population, in order to allow further analysis. Previous work demonstrates that deformation fields contain global transformation components, even if global pre- registration is [...]

Non-negative matrix factorization framework for dimensionality reduction and unsupervised clustering
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Non-negative Matrix Factorization (NMF) is a robust approach to learning spatially localized parts-based subspace patterns in applications such as document analysis, image interpretation, and gene expression analysis. NMF-based decomposition capabilities are [...]

Image Calculator
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ImageCalculator is a command line program for doing simple mathematical operations to a series of images and generating an new output image and basic statistics about the output image. The program uses the Insight Toolkit ( for file IO and [...]

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