Reviving old batteries?

Welp... The battery that has been in the mower for freakin ever did take a charge ( go figure ). It doesn't hold much cranking amps but works atleast. And the used motor I bolted on does run, no smoke. :)
So that battery in question, Why it wouldn't charge at all? What to do with/about it? Its back in the corner where it was for now.