Sometimes you just need to tweak things by hand.
Kei-Lin Ooi at the University of Melbourne has a very good question about batch resizing (excerpted from an email):
I am using images from online databases and thus the images are not standardized.
How to combine the recolorize and patternize packages to perform quantitative color pattern analyses.
Demo of recolorize, a package for color segmentation.