Death Penalty in Islam

In the sight of Allah all human beings are equal, and deserve to be treated honourably. It is not right for one person to be outrageous against another, hence the reason why Allah says, that if a person should take the life of another, without a just cause, it is as though he has taken the lives of the whole of humanity. Such a person will have to be punished. Where does the penalty fit in this framework?