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Discovering Modes of an Image Population through Mixture Modeling

We present iCluster, a fast and efficient algorithm that clusters a set of images while co-registering them using a parameterized, nonlinear transformation model. The output is a small number of template images that represent different modes in a population. This is in contrast with traditional appr...

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Bibliografske podrobnosti
Main Authors: Sabuncu, Mert R., Balci, Serdar K., Golland, Polina
Format: Artigo
Jezik:Inglês
Izdano: 2008
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2671151/
https://ncbi.nlm.nih.gov/pubmed/18982628
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