There has to be a certain reason behind his decision, specially when everyone wants one expect the father of the house. You gotta hit the bottom line so you need to realize that reason and get around it.
Try to talk about it's advantages and the positive sides of having a dog also inform him that everybody in the house, anyone who voting for owning a dog would take the responsibility perfectly and it wouldn't become a bothering point at all.