Abstract: The present invention relates to a process for producing a skeleton from a binary image by using the compressed run data of the image instead of using natural expanded binary format of the image. A run length compressed image is a binary image (black/white) that is compressed by taking stripes of pixels of the same value and grouping them together into a single "run" of pixels. This compression technique saves significant amounts of memory on most binary images. It is an object of this present invention to enable the image to be skeletonized in its run length compressed format. This reduces the amount of data that needs to be stored in memory. Further, since the image is in "runs" and not pixels, the pixels that are not affected are not evaluated. By increasing available memory while reducing the amount of pixels to be evaluated, the speed for the process is increased on the order of several magnitudes.