1. A noise estimation method comprising: generating an initial noise map for an input image signal; generating at least one noise map based on a first temporal change of an image signal continuing from the input image signal; calculating a correlation value for each region between the initial noise map and the at least one noise map; and determining noise of an image according to a second temporal change based on the correlation value.