Each image has a resource-number, which is an integer. Pass this number to “setImageResource” and you should be ok.
Check this link for further information:
http://developer.android.com/guide/topics/resources/accessing-resources.html
e.g.:
imageView.setImageResource(R.drawable.myimage);