4.Faculty of exact science_Seminars

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Browsing 4.Faculty of exact science_Seminars by Subject "Arabic text · handwritten · segmentation · projection histogram · support vector machines"

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    Effective Recognition of Handwritten Arabic Text
    (University of Eloued جامعة الوادي, 2022-01-24) Zennaki, Mahmoud; Sadouni, Kaddour; Mamouni, El Mamoun
    This paper presents an effective method for segmenting handwritten Arabic words based on projection histograms, as well as a comprehensive study of overlap letters, which represent a major problem in the recognition of Arabic script. The characters resulting from segmentation are recognized by an SVM classifier that was trained on a corpus of handwritten Arabic characters that also includes the main overlap letters identified in Arabic script. The proposed method was tested using the IFN/ENIT database and encouraging results were obtained.
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    Effective Recognition of Handwritten Arabic Text
    (University of Eloued جامعة الوادي, 2022-01-24) Zennaki, Mahmoud; Sadouni, Kaddour; Mamouni, El Mamoun
    This paper presents an effective method for segmenting handwritten Arabic words based on projection histograms, as well as a comprehensive study of overlap letters, which represent a major problem in the recognition of Arabic script. The characters resulting from segmentation are recognized by an SVM classifier that was trained on a corpus of handwritten Arabic characters that also includes the main overlap letters identified in Arabic script. The proposed method was tested using the IFN