In a run-length coded document image process a horizontal line in textual matter is eliminated by establishing a work zone around the horizontal line and a buffer zone of predetermined width around the work zone. All black-run-length artifacts that extend outside of the buffer zone are protected, this includes protecting information in the work zone when there is a matching artifact in the opposing buffer zone (Character Reconstruction). All black items that are within the work zone and the buffer zone, and which are not protected are eliminated.