Read about the Extraction Tool, in the book.
Play with it and see what it does.
A very easy but not the best way is to past the picture over the background
and using the Eraser Tool erasing all unwanted ereas.
Go to Edit> Select All, then Edit>Copy and close the picture.
Now Go to Edit>Past and start erasing, using different brush sizes.