An apparatus for Gaussian filtering includes an image buffer for generating mask region data which includes pixel values of pixels located on a mask in an input image, and a Gaussian filter core for arranging the mask region data to generate pixel array values referring to an index array corresponding to a size of the mask, and applying Gaussian filtering to the pixel array values to generate Gaussian filtering values.