To me, it seems more to be something about the colors, but other than saying that they are often oversaturated, I can't quite place exactly what it is. I sometimes try to open them with an image editor and zoom in, or use other tools to try to "discover" what it is that I'm seeing, but without success so far. It doesn't help that graphics is not something I have experience with.