Is there some way in which I could get the public key of a Bitcoin user ?

Lets say If I have transaction from a Bitcoin user. Is there some means by which I could get the public key of a particular Bitcoin address ?

How does https://slock.it/ guys does it ? From where do they get the public key from ?

https://www.youtube.com/watch?v=-Ht23KXic1k