It's normal, I think.

Love is a decision and an action, not something that you "feel" all the time. I don't know anyone who has always looked at their spouse and thought "s/he's soooo attractive, s/he's perfect!!!"" It's just not possible in a relationship where two people are together through the good and bad to only experience positive emotions towards the other person.