Issues & Challenges in Urdu OCR

  • Urooba Zaki
  • Dil Nawaz Hakro
  • Khalil-ur-Rehman Khoumbati
  • M. Ahmed Zaki
  • Maryam Hameed
Keywords: Urdu Recognition Challenges, Urdu OCR, Optical Character Recognition, Character Dots


Optical character recognition is a technique that is used to recognized printed and handwritten text into editable text format. There has been a lot of work done through this technology in identifying characters of different languages with variety of scripts. In which Latin scripts with isolated characters (non-cursive) like English are easy to recognize and significant advances have been made in the recognition; whereas, Arabic and its related cursive languages like Urdu have more complicated and intermingled scripts, are not much worked. This paper discusses a detail of various scripts of Urdu language also discuss issues and challenges regarding Urdu OCR. due to its cursive nature which include cursiveness, more characters dots, large set of characters for recognition, more base shape group characters, placement of dots, ambiguity between the characters and ligatures with very slight difference, context sensitive shapes, ligatures, noise, skew and fonts in Urdu OCR. This paper provides a better understanding toward all the possible engendering dilemmas related to Urdu character recognition.

Issues & Challenges in Urdu OCR
How to Cite
Urooba Zaki, Dil Nawaz Hakro, Khalil-ur-Rehman Khoumbati, M. Ahmed Zaki, & Maryam Hameed. (2019). Issues & Challenges in Urdu OCR. University of Sindh Journal of Information and Communication Technology , 3(1), 42-49. Retrieved from

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