I'm surprised, The most likely outcome of the situation could of been you becoming the scammer. By no means am I am accusing you of anything however once he sent the bitcoins you could easily charge back the payment and have both the money and bitcoins.

But to answer your question, yes you can cancel the transaction and receive all your money back providing of course you did not send the money to him as a gift, that often causes problems.