Confirmed. I think it's because the quad normals are pointing the other way. Not sure how it could be fixed (without breaking performance).
hippocoder?
As a workaround, you can still select it by dragging a selection box around it. Make sure the whole sprite is inside the box. You might be accidentally selecting other things in the process though.