Removing lens distortion effects from an image

If you need to remove lens distortion effects from a whole image, you need to use dense remapping. Essentially, the undistortion algorithm warps and compresses the image in a way to compensate for lens effects, but compression leads to blank regions appearing. This recipe tells you how to undistort images and remove empty regions from the undistorted image.