An approach to word image matching based on Hausdorff distance is examined for bad quality typewritten, printed or handwritten Bulgarian documents. A detailed computer experiments were carried out using 49 pages typewritten text, 13 pages printed text and 2 pages of a manuscript. The results of several methods are compared including previously reported methods in the literature.