I downloaded Eclipse Juno Java EE edition and installed ADT plugin. I created a new Android Application Project from Eclipse
Eclipse Juno Java EE edition
ADT plugin
Android Application
Eclipse
Just go with default launcher image (blue smiley) instead of customizing it and it should work ;)