Uniqueness in Kurdish Handwriting

Kurdish writing shows such an amazing fact which has been conducted through research in the domain of pattern recognition and computer vision. Later, there were a lot of different ways and methods which have been improved or implemented to progress an approach for writer identification. The thing that's very difficult to deal with in WI is that the handwriting of a person differs from one person to another and considering the human error it is impossible for one person to write the same thing over and over again where it has to be the exact writing. However this is considered individualistic where the consistent individual features are hidden in the handwriting. In the other hand in the alphabet of the western countries like English, Arabic, German, Korean and Kurdish have structural characteristics, but this kind of structural characteristics is considered a bit complex in Kurdish handwriting and it a very large set of characters. For that reason this study going to concentrate on the Kurdish Handwriting to extracting macro features for the Ward shape of the WI. The elicit of the macro features are being done thouroly where it is important to check and investigate granulary to legitimize the presence of solo features; thus the idea of implementing the Authorship Invariancess. Where the Authorship can be stated as a specific a mount of conservation solo features neglecting the transformation of the hand writing. Where the Authorship Invarianceness will be enhanced by decreasing the similarity error for intra-class [stated by the same writer]. With the increment of the similarity error for inter-class [ stated by different writer]. The solo performance is injected to the system by injecting different issues for the solo feature into standard performance or individual feature this is being achieved by take help of Invariant Discertization. Where the advantage of the Invariant Discertization is that it have the ability to enhance the identification level for each of the handwriting where we our main concentration is being on the Kurdish handwriting. Index Term-Pattern recognition, unique representation, authorship invarianceness, real writer, Kurdish handwriting, discretization.