Yes, I think it's possible.
I quit about 3.5 years ago, and I consider myself a non-smoker. I don't have cravings, and the smell/sight of other people smoking doesn't make me miss it.
I think the important thing is to get right back on the wagon after a slip-up - not to think "well, I'll smoke...