Convert System.Windows.Media.Imaging.BitmapSource to System.Drawing.Image

I'm tying together two libraries. One only gives output of type System.Windows.Media.Imaging.BitmapSource, the other only accepts input of type System.Drawing.Image.

How can this conversion be performed?