This paper proposed a new method for recognizing

machine printed Arabic characters. First, four edges (left, upper,

lower, and right edge) are extracted from the character image.

Next, some features are extracted from the edges. Finally, a

BPNN, isolated forms of Arabic characters are recognized. The

new method is tested on two fonts and 9 sizes, and its

recognition rate is over 97