My swimming pool is turning green, will it go back to normal?

I recently bought an above ground pool and filled it with water about a fortnight ago but haven't got round to filtering it or chlorinating it yet. Will doing either of these things get rid of the algae (if thats what it is?) or will i need to drain it and start again? thanks