The 'Circle of Confusion' refers to the optical phenomenon where a point of light is not perfectly focused, resulting in a blurred circle on the image plane, impacting the perceived sharpness in photography and optics. It is a critical factor in determining depth of field, influencing how much of an image appears acceptably sharp in front of and behind the focus point.