5,336
edits
(Created page with "Filtering an image refers to sampling an image in a way that resolve aliasing. Since images are a 2D signal, image filtering is a type of [[Wikipedia: Filter (signal processing) signal filtering]. ==Denoising== ===Mean filter=== Simply take the mean of all pixels in the neighborhood. ===Median filter=== Median of pixels in a neighborhood. This preserves edges. ===Gaussian filter=== Convolve the image with a gaussian kernel.<br> This is similar to a mean filter but p...") |
|||
Line 5: | Line 5: | ||
===Mean filter=== | ===Mean filter=== | ||
Simply take the mean of all pixels in the neighborhood. | Simply take the mean of all pixels in the neighborhood. Also known as a box filter. | ||
===Median filter=== | ===Median filter=== |