It's not unlikely. Your villagers can go quite a long while without food, although their health will take a drop. Once you have food coming in again you can make a stew to restore them. Remember that in olden times the end of winter, just before the crops came in, was a hungry time for the farming people up until comparatively recently, and still is for millions in places like Africa.