1. A pixel interpolation method for interpolating a pixel value of a target pixel on a target picture, the pixel interpolation method comprising: performing up-sampling upon the target picture for generating an up-sampled picture corresponding to the target picture; and interpolating the target pixel according to the up-sampled picture.