Select your favorite picture by clicking on the desired size and save the image to your hard drive :

PC users : right click on the image and select from the menu "Save as desktop item..."

Mac users (OSX) : hold click down on image and save to disk. Go to the System Preferences and select Desktop Images. Follow instructions. Make it your desktop image.