There are many applications in which the automatic detection and recognition of text embedded in images isuseful. These applications include multimedia systems, digital libraries, and Geographical Information Systems.When machine generated text is printed against clean backgrounds, it can be converted to a computer readbleform (ASCII) using current Optical Character Recognition (OCR) technology. However, text is often printedagainst shaded or textured backgrounds or is embedded in images....