Try this. Go to the Book module and press 'Clear Book' Tab. Switch back to the Library module Grid View, select your Collection and go to the Book module again.
Or, Click the Tab to Create a 'Saved Book' Collection. View the Saved Book Collection in Library Grid view and delete the unwanted photos. Then [Double-Click] the Saved Book Collection to re-enter the Book Module with the remaining photos.