What is the Islamic position on torture of prisoners?

Different states in the world often use torture both physical and psychological for interrogation, suppressing political opponents etc. What does Islam say about use of torture by state actors? Would it be allowed for an Islamic state to use torture as a method for interrogation? And what does the Quran say about it?