Can I create a Windows 7 recovery disk on a dual boot system?

I want to uninstall Ubuntu from a computer ruing both Ubuntu and Windows 7. I understand that to do this, I need to delete the Ubuntu partitions on the computer and use a windows recovery disk. Because I don't have a recovery disk, I plan to use the built in program on Windows 7 that lets you create one. Can I create a recovery disk using this program with Ubuntu on the computer, too?