I am an atheist thinking of Islam. I heard that Muslims believe that non-Muslims do not deserve life. How far is this correct?
What you heard about Muslims believing that non-Muslims do not deserve life is simply not true. The best proof for that is the Quran, the Book of Islam, which defines what Islam is about, basically.