{"id":43324,"date":"2026-09-03T09:04:41","date_gmt":"2026-09-03T09:04:41","guid":{"rendered":"https:\/\/uomosul.edu.iq\/en\/computerscience\/?p=43324"},"modified":"2026-09-03T09:04:48","modified_gmt":"2026-09-03T09:04:48","slug":"1-717","status":"publish","type":"post","link":"https:\/\/uomosul.edu.iq\/en\/computerscience\/2026\/09\/03\/1-717\/","title":{"rendered":"Master\u2019s Thesis (Tahir Ali Mahmoud)"},"content":{"rendered":"

Master\u2019s Thesis Defense at the College of Computer Science and Mathematics \u2013 Department of Computer Science for the student<\/strong><\/p>\n

(Tahir Ali Mahmoud<\/strong>)<\/p>\n

A Master\u2019s thesis was discussed in the Discussion Hall at the College of Computer Science and Mathematics, University of Mosul, on Thursday, 3\/9\/2026<\/strong>.<\/p>\n

Master\u2019s Thesis entitled:<\/p>\n

\u201cAn Intelligent System for Extracting Text from Multilingual Images Using Deep Learning\u201d<\/strong><\/p>\n

By the student: \u201cTahir Ali Mahmoud\u201d<\/strong>
\nSupervised by: Asst. Prof. Dr. Yusra Faisal Mohammed<\/strong><\/p>\n

The thesis addressed:<\/strong> Developing an intelligent system for detecting and recognizing Arabic and English text in natural scene images using deep learning techniques.<\/p>\n

The study discussed:<\/strong> Integrating Swin Transformer, FPN, and DBNet++<\/strong> techniques for text detection, and Vision Transformer with PARSeq<\/strong> for bilingual text recognition and arranging the recognized text according to its reading direction.<\/p>\n

The thesis aimed to:<\/strong> Develop, implement, and evaluate an integrated system for detecting and recognizing Arabic and English text in natural images. It also aimed to address the difference in reading direction between the two languages and achieve efficient performance using limited computational resources.<\/p>\n

This thesis contributes to the following Sustainable Development Goals:<\/strong><\/p>\n

    \n
  1. Quality Education.<\/strong><\/li>\n
  2. Industry, Innovation and Infrastructure.<\/strong><\/li>\n
  3. Reduced Inequalities<\/strong>,<\/strong> through supporting multilingual text processing and information accessibility technologies.<\/li>\n<\/ol>\n

    The discussion committee consists of <\/strong><\/p>\n

    \u00a0<\/strong><\/p>\n

    Prof. Dr. Baidaa Ibrahim Khalil<\/strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0(Chairman)\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0<\/strong><\/p>\n

    Asst. Prof.\u00a0 Hanan Hamed Ali\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong>\u00a0\u00a0\u00a0\u00a0<\/strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0(Member)<\/strong><\/p>\n

    Dr. Tarfa Yassin Hamed\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0(Member)<\/strong><\/p>\n

    Asst. Prof. Dr. Yusra Faisal Mohammed<\/strong>\u00a0\u00a0 \u00a0(Member and Supervisor)<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

    Master\u2019s Thesis Defense at the College of Computer Science and Mathematics \u2013 Department of Computer Science for the student (Tahir Ali Mahmoud) A Master\u2019s thesis was discussed in the Discussion Hall at the College of Computer Science and Mathematics, University of Mosul, on Thursday, 3\/9\/2026. Master\u2019s Thesis entitled: \u201cAn Intelligent System for Extracting Text from Multilingual Images Using Deep Learning\u201d By the student: \u201cTahir Ali Mahmoud\u201d Supervised by: Asst. Prof. Dr. Yusra Faisal Mohammed The thesis addressed: Developing an intelligent system for detecting and recognizing Arabic and English text in natural scene images using deep learning techniques. The study discussed: Integrating [Read More]<\/a><\/p>\n","protected":false},"author":24,"featured_media":43325,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-43324","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-viva"],"_links":{"self":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/43324","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/comments?post=43324"}],"version-history":[{"count":1,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/43324\/revisions"}],"predecessor-version":[{"id":43326,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/43324\/revisions\/43326"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/media\/43325"}],"wp:attachment":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/media?parent=43324"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/categories?post=43324"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/tags?post=43324"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}