Apple stopped using incremental backups awhile ago. In the future, save your backup to a safe place, so when it gets overwritten,youll still have it. Its in the MobileSync directory.
Your contacts are in Address Book if you synced them to Address Book in iTunes. If you didnt, start doing that from now on, since theres no reason not to and just depend on the backup for contacts among other things (like iCal).