Pictures are so much easier than words to explain this, so I hope you look at the pictures. I cut two 1X2s and cut them at a 45 degree angle. Then, I then placed them where I wanted them and used wood glue and brad nails to hold them into place.
I have a little bit of overhang in the picture, I am going to just cut this off when I am done.