3. The method of claim 2 , further comprising: validating, the classification using the histogram-based features; and refining the classification in response to determining that the classification is not valid.
2. The method of claim 1 , wherein the features of the preprocessed Arabic like alphanumeric character include directional features, histogram-based features and statistical features.