First of all, I am not sure there is a clear an definitive answer to that question...
There are already lots of questions and answers dealing about that ; you should read some, they'll probably get you some useful informations.
For instance :
And, more generally, a search on php+framework might get you interesting stuff ;-)
Now, what would I do / choose ?
Well, the framework I know the best is Zend Framework... So I think (at least, without knowing more about your project) thatI would go with Zend Framework.
Why ? Because the time required to learn a framework is important ; it might take a couple of weeks, or even more, to know a framework "quite well", and a couple of months to "master it"... So, if you already know a framework, starting from scratch with another one might not be a wise idea.
If you don't know any framework well (You say you "played" ; I don't know for how long)... Well, invest something like 2 weeks studying the most important ones, doing some small prototype : this is the best way to see what they can do, how they can help you work, and decide wisely ;-)
And do not do that alone : work with a colleague : being two to do that kind of stuff / take that kind of decision is always better : you can learn from each other, and confront your opinions!
Yes, it's long, yes it's a bit costly... But if it's a decision that will impact the next couple of years for you and/or your company, it is definitly worth investing some time before deciding, and not rushing that decision!