SQL has to do meta-data lookups whether or not * is specified as it has to find the types and the column lengths.

The reasons to not use select * are more around only retrieving the columns that you need and not returning all of them out of laziness. It's also so that code won't break if a new clumn is added to a table. finally, select * makes creating covering indexes almost impossible.