It takes 2 hours to restore the Lanterns. You can also purchase additional Lanterns with coins by tapping on the Lanterns icon in the top middle of the Candy Mine screen, where you can see the timer counting down

NOTE: If you don't have enough coins to purchase more Lanterns, you can by more buy more in-game currency from our store!