How to reinstall Desktop Pictures

A while ago, I removed a few of the default wallpapers from the desktop pictures folder. Now, every time I go to change them, there's 3 blank spaces where the photos used to be.

Is there anyway to reinstall them without restoring my mac? Or maybe a partial restore that won't remove data/apps?