A FUZZY RECOGNITION MODEL FOR ARABIC HANDWRITTEN ALPHABET

Sami Kadhim Hasan Ar-Ramahi

doi:10.31026/j.eng.2008.03.24

Article Details

A FUZZY RECOGNITION MODEL FOR ARABIC HANDWRITTEN ALPHABET

Authors:

Sami Kadhim Hasan Ar-Ramahi

Publisher:

University of Baghdad

Journal:

Journal of Engineering Vol.14 Issue 3, pp.2891-2900

Document Type:

Article

Publication Date:

1/2008

Document Language:

English

Document ID (Org No.):

2001380090

pISSN:

2520-3339

DOI:

10.31026/j.eng.2008.03.24

Keywords:

Abstract:

 A fuzzy recognition model for some handwritten Arabic alphabet is designed. This fuzzy model could be envisaged as an algorithm which is structured over two concepts. First; the handwritten character variation is modeled by the fuzziness of the feature vector's elements. Second; the notion of entropy is fuzzily modified to extract the amount of information in the elements within the feature vector so as to speed up the recognition process. Consequently, a fuzzy recognition graph of the optimum paths decision tree is designed for the handwritten Arabic alphabet character's recognition.

Article Details

A FUZZY RECOGNITION MODEL FOR ARABIC HANDWRITTEN ALPHABET

Authors:

Sami Kadhim Hasan Ar-Ramahi

Publisher:

University of Baghdad

Journal:

Journal of Engineering Vol.14 Issue 3, pp.2891-2900

Document Type:

Article

Publication Date:

1/2008

Document Language:

English

Document ID (Org No.):

2001380090

pISSN:

2520-3339

DOI:

10.31026/j.eng.2008.03.24

Fuzzy recognitions model

fuzzy entropy

Arabic handwritten pattern recognition

Issues

Article Details

A FUZZY RECOGNITION MODEL FOR ARABIC HANDWRITTEN ALPHABET

Authors: Sami Kadhim Hasan Ar-Ramahi

Publisher: University of Baghdad

Journal: Journal of Engineering Vol.14 Issue 3, pp.2891-2900

Document Type: Article

Publication Date: 1/2008

Document Language: English

Document ID (Org No.): 2001380090

pISSN: 2520-3339

DOI: 10.31026/j.eng.2008.03.24

Fuzzy recognitions model

fuzzy entropy

Arabic handwritten pattern recognition

Issues

Authors:

Sami Kadhim Hasan Ar-Ramahi

Publisher:

University of Baghdad

Journal:

Journal of Engineering Vol.14 Issue 3, pp.2891-2900

Document Type:

Article

Publication Date:

1/2008

Document Language:

English

Document ID (Org No.):

2001380090

pISSN:

2520-3339

DOI:

10.31026/j.eng.2008.03.24