This paper examines the problem of building a machine to read uncontrolled type fonts set with essentially no space between letters (within words). The consequence of this type of data, which represents the usual format of printed text, is that the data vectors produced by the optical scanner contain multiple letters and/or fragments of letters that cannot be easily separated. An algorithm based on a variant of running cross-correlation between ...