A noise reduction apparatus is disclosed. A noise amount estimating unit estimates a noise amount in a focused pixel. A smoothing unit smoothes the focused pixel. A control unit controls the smoothing unit on the basis of the noise amount and information on the focused pixel and neighboring pixels thereof.