Given an image and a matrix of labels that identify each object, the function extracts the red, green, and blue values from each object.
Arguments
- img
An
Image
object- labels
A mask containing the labels for each object. This can be obtained with
EBImage::bwlabel()
orEBImage::watershed()
Value
A data.frame with n
rows (number of pixels for all the objects) and
the following columns:
id
: the object id;R
: the value for the red band;G
: the value for the blue band;B
: the value for the green band;
Examples
if (interactive() && requireNamespace("EBImage")) {
library(pliman)
img <- image_pliman("soybean_touch.jpg")
# segment the objects using the "B" (blue) band (default)
labs <- object_label(img, watershed = TRUE)
rgb <- object_rgb(img, labs[[1]])
head(rgb)
}
#> id R G B
#> 1 1 0.3725490 0.5411765 0.5647059
#> 2 1 0.3294118 0.5019608 0.5137255
#> 3 1 0.3176471 0.4784314 0.4941176
#> 4 1 0.3254902 0.4862745 0.4941176
#> 5 1 0.3450980 0.5058824 0.5137255
#> 6 1 0.3647059 0.5372549 0.5490196