If your tomatoes aren't stored in olive oil, rehydrate them by soaking in boiling water for 30 minutes to an hour, until they are pliable to the touch. Note: I've read that you can reconstitute the dried tomatoes in olive oil instead of water, but that it takes 24 hours. I haven't tested this out, though, so make sure you have enough time if it doesn't work as well as water.