Online photography portfolio?

If I do a portrait session for someone and their pictures turn out really great, are they mine to post in an online portfolio or do I need to get their permission to put their pictures on my website?

You would need a release from the subject. Just as they would need a release from you, if they were to post your work.

You need to always get a signed model release when conducting any photo session