OK, got it working with this (creating the UIImageView programmatically):
var imageViewObject :UIImageView
imageViewObject = UIImageView(frame:CGRectMake(0, 0, 600, 600))
imageViewObject.image = UIImage(named:"afternoon")
self.view.addSubview(imageViewObject)
self.view.sendSubviewToBack(imageViewObject)