The Los Angeles County Sheriff's Department Special Enforcement Bureau helicoptered in a rescue crew and medics to assist the two campers, a man and a woman, as well as their two dogs.
They were hoisted out and flown to safety.
They had been stuck on Alamo Mountain for two weeks and had run out of food and water, deputies said.
DEVELOPING: More details will be provided on this story as they become available.