[R] about image() function in R and colors
Tuszynski, Jaroslaw W.
JAROSLAW.W.TUSZYNSKI at saic.com
Thu Jul 7 14:22:27 CEST 2005
I do not know the solution to your problem, but I had the similar problems
with image() function and most of derived functions. It seems that 'image'
function was really not meant for displaying image data, instead it was
designed to display matrices in the image format. Matlab had the same
problem and ended up creating 2 functions: 'image' (similar to R's 'image')
and 'imshow' (designed for displaying image data).
There are three major processing steps in the 'image' that are hard to
control or reverse:
1) scaling of the data intensities ( problem explained by Javier). Scaling
is not much of a problem if continuous palette of colors is used , or to
"?image" when "'col' is a list of colors such as that generated by
'rainbow', 'heat.colors', 'topo.colors', 'terrain.colors' or similar
functions". However scaling causes problems in case of discontinuous
2) scaling of the data dimensions so it fits in default size window instead
of scaling of the window to fit the data. This results in image with
non-square pixels. There might be a way to force 'image' not to scale
dimensions, I just did not spend much time looking for it yet.
3) Flipping of the image. As "?image" shows one needs to "transpose and flip
matrix horizontally" or perform "image(t(volcano)[ncol(volcano):1,])" for
the image data to be visualized in proper orientation.
All those steps make sense in case of visualizing 2D data, but they are a
hindrance in case of visualizing images.
Jarek Tuszynski, PhD. o / \
Science Applications International Corporation <\__,|
(703) 676-4192 "> \
Jaroslaw.W.Tuszynski at saic.com ` \
From: r-help-bounces at stat.math.ethz.ch
[mailto:r-help-bounces at stat.math.ethz.ch] On Behalf Of javier garcia
Sent: Thursday, July 07, 2005 7:23 AM
Cc: statsgrass at grass.itc.it
Subject: [R] about image() function in R and colors
I've got a map in R imported from a GIS (GRASS) as a vector of factors.
So I've got 20 different levels in the map and I've created a vector of
custom colors of exactly 20 colors in lenght.
I'm trying to use image() (really plot.grassmeta() that call image()) to
plot the map with those colors but it doesnt work and the colors are
I would like that all points belonging to level1 are color 1 , and so on...
Please could you tell me if this procedure is not correct?
A. Javier Garcia
Water and Soil conservation department
Campus Universitario Espinardo
PO BOX 164
30100 Murcia (SPAIN)
Phone: +34 968 39 62 57
Fax: +34 968 39 62 13
email: rn001 at cebas.csic.es
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