1. An apparatus for reducing noise of an image sensor, the apparatus comprising: a noise level setting module that sets a noise level representing an image frame expressed as a component in a color space; a kernel generation module that generates a kernel for filtering pixels constituting the image frame based on the noise level set by the noise level setting module; and a filter application module that convolutes the pixels using the kernel and normalizes the pixels based on a convolution result.