1. A method of detecting an image edge, the method comprising: removing noise of an input image; generating an intermediate image in which an edge area is accentuated based on the input image and the input image from which the noise is removed; determining a threshold value to be applied to the intermediate image through clustering pixels of the intermediate image; and detecting an edge area from the intermediate image, based on the threshold value.