Spatial filters transform an image by taking into account the local neighborhood of a pixel. The goal of filtering is to remove unnecessary components from images (e.g., noise), while emphasizing the necessary ones. In this context, low pass filters aim at removing sharp transitions in the image intensities (high spatial frequencies).