Yes, you can walk out, but what would you do if it were someone other then your husband doing this? Would you just walk out of the room or would you say something and then back it up with some action?
If saying something is different for you, then that is a 180 and you may get a response. If you say nothing and that is normal, then he will continue.
You know your husband the best and you know what it going to work or not work with him.