A technique for map image segmentation based on thresholding and fuzzy
rules is presented. By combining a thresholding method which is fast
and easy to implement and fuzzy rules which can deal with uncertain or
ambiguous data, the technique presented outperforms the commonly used
adaptive thresholding method.