Initially front = rear = 0. This indicates that the queue is empty. Assume that you have added 3 items to the queue and you have deleted all the 3. Now you have front = rear - another indication that the queue is empty.

Hence queue underflow is an indication that the queue has no elements in it. It is denoted by front = rear.