The Queue interface in Java represents a first-in, first-out (FIFO) collection of objects. It allows adding elements to the back of the queue and removing elements from the front. Common implementations include LinkedList and PriorityQueue. Methods like add(), offer(), remove(), and poll() can be used to insert and retrieve elements from the queue. Queues ensure elements are processed in the order they are added and are useful for tasks like background processing threads.