1. A method of processing a Bayer domain signal of an image signal to model an integrated noise in the image sensor, the method comprising: receiving the Bayer domain signal of the image signal; setting a plurality of noise models using the Bayer domain signal, the noise models including a dark-current noise model, a shot noise model and a fixed-pattern noise model; and determining an integrated noise level in the image sensor based on the plurality of noise models.