Religion cannot and should not be replaced by atheism. Religion needs to go away and not be replaced by anything. Atheism is not a religion. It's the absence of religion, and that's a wonderful thing.
I don't mind if other people call me an atheist, but I call myself a naturalist. Atheism doesn't tell you much about what I do believe in; the term naturalist opens up the discussion better.