When one first creates a new project, that dialog lets you point to some external .PNG file, and then when that dialog completes, it generates 4 different pixel-sizes of ima
Put the desired launcher image (.png) in drawable folder.
In AndroidManifest.xml, add
android:icon="@drawable/your_img_name"
under application tag.
application