This should make it clear why there is a reason that the virtual buttons in our graphical user interface should indeed look like buttons: They should communicate that they can be used. When they just look like icons, they don’t do that.
In touch interfaces however, that is often not the case. There, the actual outline of the graphic – let’s say the minus – is often the only thing that can be touched.
I have not really experienced this behavior.