Abstract Art: When Is A Portrait Not a Likeness?

What type of art is most likely to catch your eye? The seascape, mountain scene, or wildlife? Paintings or sculptures of people realistically portrayed? Or are you drawn to a bold design filled with line and form, but no recognizable subject?