Eye Color

Emily
My SO has brown eyes and I have blue eyes. He told me that we are going to keep having babies until we pop one out with my blue eyes...
I thought I remembered learning that brown eyes are dominant. What are the chances, if at all possible, for us to conceive a baby with blue eyes? Also, does race play any part in determining the outcome of eye color?