But it is. Dawkins' meme was an idea that spreads person to person. So are the modern internet-spread image macro memes. The catching on and spreading is what makes it a meme and not just an image.
The confusion is that the latter meaning of "meme" has started drifting from "an image macro that spreads" to "an image macro".