Writer identification on historical documents using oriented basic image features
المؤلف | Abdeljalil G. |
المؤلف | Djeddi C. |
المؤلف | Siddiqi I. |
المؤلف | Al-Maadeed S. |
تاريخ الإتاحة | 2019-09-24T08:16:01Z |
تاريخ النشر | 2018 |
اسم المنشور | Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR |
المصدر | Scopus |
الترقيم الدولي الموحد للكتاب | 978-1-5386-6009-10 |
الرقم المعياري الدولي للكتاب | 21676445 |
الملخص | This study addresses the problem of identifying the authorship of historical manuscripts, a challenging task that offers interesting applications for document examiners and paleographers. We exploit handwriting texture as the discriminative attribute characterizing the writer of a given document. The textural information in handwriting is captured using a combination of oriented Basic Image Features (oBIFs) at different scales. Classification is carried out using a number of distance metrics which are combined to arrive at a final decision. A comprehensive series of experiments is carried out using different configurations of the oBIFs and the realized classification rates are compared with the state-of-the-art techniques on this problem. ? 2018 IEEE. |
اللغة | en |
الناشر | Institute of Electrical and Electronics Engineers Inc. |
الموضوع | Handwriting Historical Documents Oriented Basic Image Features Writer Identification |
النوع | Conference Paper |
الصفحات | 369 - 373 |
رقم المجلد | 2018-August |
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