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Can geom_image() from the ggimage package be made to preserve the image aspect ratio?

Tags:

r

ggplot2

ggimage

When researching this answer, I tried to draw the image strip via geom_image() from the ggimage package but couldn't get it to work. geom_image() modifies the images aspect ratios, and I don't know how to prevent it from doing it (or whether that is even possible). It's also not clear to me in what units size is measured. From how the code behaves, maybe it's in npc coordinates running from 0 to 1, regardless of the ggplot2 coordinate system?

Here is the code I used:

require(ggimage)
df_img <- data.frame(phase = c("Interphase", "Prophase", "Metaphase", "Anaphase", "Telophase"),
                     image = c("http://www.microbehunter.com/wp/wp-content/uploads/2009/lily_interphase.jpg",
                               "http://www.microbehunter.com/wp/wp-content/uploads/2009/lily_prophase.jpg",
                               "http://www.microbehunter.com/wp/wp-content/uploads/2009/lily_metaphase2.jpg",
                               "http://www.microbehunter.com/wp/wp-content/uploads/2009/lily_anaphase2.jpg",
                               "http://www.microbehunter.com/wp/wp-content/uploads/2009/lily_telophase.jpg"))
df_img$phase <- factor(df_img$phase, levels=df_img$phase)

ggplot(df_img, aes(x = phase, y = 0, image = image)) + geom_image(size = 0.18)

And this is the resulting image:

enter image description here

This is what the image should look like:

enter image description here

Note: This is a question specifically about the behavior of ggimage. I know how to generate the correct image using other approaches, e.g. by using draw_image() from cowplot.

like image 765
Claus Wilke Avatar asked Nov 24 '17 20:11

Claus Wilke


2 Answers

ggplot(df_img, aes(x = phase, y = 0.25, image = image)) +
  geom_image(size = 0.5, by="height")+
  scale_size_identity()

will produce

enter image description here

If by is specified, size is mapped and interpreted as npc in the data space, either as width or height, and the aspect ratio maintained for the current device (not after resizing). If size is Inf, the picture stretches to fill the whole panel.

like image 63
baptiste Avatar answered Nov 06 '22 19:11

baptiste


A rather "raw" solution:

p <- ggplot(df_img, aes(x = phase, y = 0, image = image)) + 
     geom_image(size = 0.18) +  coord_fixed()

g <- ggplotGrob(p)   
for (k in 1:length(g$grobs[[6]]$children[[3]]$children)) {
  g$grobs[[6]]$children[[3]]$children[[k]]$height <- unit(0.8,"native")
}
library(grid)
grid.draw(g)

enter image description here

like image 38
Marco Sandri Avatar answered Nov 06 '22 20:11

Marco Sandri