Atheism is treated as a religion in the legal sense as a statement about belief in gods and the supernatural. However, in the philosophical sense, it is just the lack of belief in any gods. The lack of belief is not a belief in itself.
I would probably be more correct in labeling myself as an agnostic atheist. I have no belief in any gods, but I can never be 100% sure that there are no gods.