Ah, those would be brine pickles.

See, some use vinegar to preserve them, and some use brine (salt solution).

Dill pickles use dill to mellow the vinegar a bit, sweet pickles use sugar for the same thing, and spicy... you get the idea.

Brine pickles are awesome, too. They're the salty ones.