ImageFilter

ImageFilter[f, image, r] applies the function f to the range-r neighborhood of each pixel in each channel of image.

Examples

Apply a mean filter to an image:

ImageFilter[Mean, image, 2]

Apply a custom filter function:

ImageFilter[Max[#] - Min[#] &, image, 3]

Please visit the official Wolfram Language Reference for more details.