Let's say I prefer using "dp" rather than "fill_parent" or "wrap_content", what would be the appropriate number to use in order to fill the screen with a picture?
This depends of the screen and of its density. Check this article to learn more about that.
(This may lead you to reconsider using fill_parent / wrap_content by the way).