[R] PCA on image data

From: Bio7 <marcel.austenfeld_at_uni-bielefeld.de>
Date: Thu, 03 Jul 2008 02:15:43 -0700 (PDT)

Dear R users,

i would like to apply a PCA on image data for data reduction. The image data is available as three matrices for the RGB values. At the moment i use

x <- data.frame(R,G,B)#convert image data to data frame pca<-princomp(x,retx = TRUE)

This is working so far.
>From this results then i want to create a new matrix
from the first (second..) principal component. Here i stuck. So my question is how can i create this matrix from the results of the PCA. (Maybe there is also a faster method available for PCA?)

Any answers or advices are appreciated

With kind regards


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