1. An image filtering method which is executable by using an image filtering apparatus which includes a similarity determining unit and a random number filtering unit, the method comprising: determining, by the similarity determining unit, a similarity between pixel values of a first block; and generating, by the random number filtering unit, a second block by selectively applying a pseudo-random filter on the first block based on the determined similarity.