5. The computer-implemented automatic Arabic text image optical character recognition method according to claim 4 , further comprising the step of sequentially sliding a feature extraction window horizontally across the Arabic text input row, adjacent feature extraction windows having an overlap of one pixel, the steps of performing feature extraction and defining a 13-dimensional feature vector being repeated for each successive sequential feature extraction window, the feature extraction window encompassing the six stack segments vertically.
5. The computer-implemented automatic Arabic text image optical character recognition method according to claim 4 , further comprising the step of sequentially sliding a feature extraction window horizontally across the Arabic text input row, adjacent feature extraction windows having an overlap of one pixel, the steps of performing feature extraction and defining a 13-dimensional feature vector being repeated for each successive sequential feature extraction window, the feature extraction window encompassing the six stack segments vertically. 6. The computer-implemented automatic Arabic text image optical character recognition method according to claim 5 , wherein the step of performing feature extraction further comprises; extracting a 1 st feature equal to summing black pixels in the lower segment of the feature extraction window; extracting a 2 nd feature equal to summing black pixels in the first intermediate segment immediately above the lower segment in the feature extraction window; extracting a 3 rd feature equal to summing black pixels in the second intermediate segment above the lower segment in the feature extraction window; extracting a 4 th feature equal to summing black pixels in the third intermediate segment above the lower segment in the feature extraction window; extracting a 5 th feature equal to summing black pixels in the intermediate segment immediately below the upper segment in the feature extraction window; extracting a 6 th feature equal to summing black pixels in the upper segment in the feature extraction window; extracting a 7 th feature comprising summing the first and second features; extracting an 8 th feature comprising summing the third and fourth features; extracting a 9 th feature comprising summing the fifth and sixth features; extracting a 10 th feature comprising summing the seventh and third features; extracting a 11 th feature comprising summing the fourth and ninth features; extracting a 12 th feature comprising summing the second, eighth and fifth features; and extracting a 13 th feature comprising summing the tenth and eleventh features.