1. A signal processing apparatus comprising: a pixel array where a plurality of pixels for storing data values are arranged; and a noise removing unit suitable for reflecting a data value of an adjacent pixel that is adjacent to a selected pixel, and a gain value depending on a data value of the selected pixel, on the data value of the selected pixel, and outputting the reflected data value of the selected pixel.