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The Science and Information (SAI) Organization publishes open-access peer-reviewed journals in computer science and artificial intelligence.

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Research Article | Open Access |

Skew Detection and Correction of Mushaf Al-Quran Script using Hough Transform

Author 1: Salem Saleh Bafjaish Author 2: Mohd Sanusi Azmi Author 3: Mohammed Nasser Al-Mhiqani Author 4: Amirul Ramzani Radzid Author 5: Hairulnizam Mahdin
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 9, No. 8 · Published 2018 · Cited by 22

DOI: https://doi.org/10.14569/IJACSA.2018.090852

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Abstract

Document skew detection and correction is mainly one of base preprocessing steps in the document analysis. Correction of the skewed scanned images is critical because it has a direct impact on image quality. In this paper, the authors proposed a method for skew detection and correction for Mushaf Al-Quran image pages based on Hough transform method. The technique uses Hough transform lines detection for calculating the skew angulation. It works for different version of Mushaf Al-Quran image pages which has skewed text zones. Moreover, it can detect and correct the skew angle in the range between 20 degrees. Experiment conducted on different Mushaf Al-Quran image pages shows the accuracy of the method.

Keywords

Skew detection skew correction Hough transform preprocessing binarization image analysis

How to Cite this Article

Bafjaish, S. S., Azmi, M. S., Al-Mhiqani, M. N., Radzid, A. R., & Mahdin, H. (2018). Skew Detection and Correction of Mushaf Al-Quran Script using Hough Transform. International Journal of Advanced Computer Science and Applications, 9(8). https://doi.org/10.14569/IJACSA.2018.090852

Bafjaish, Salem Saleh, et al.. "Skew Detection and Correction of Mushaf Al-Quran Script using Hough Transform." International Journal of Advanced Computer Science and Applications, vol. 9, no. 8, 2018, https://doi.org/10.14569/IJACSA.2018.090852.

@article{Bafjaish2018,
  title     = {Skew Detection and Correction of Mushaf Al-Quran Script using Hough Transform},
  journal   = {International Journal of Advanced Computer Science and Applications},
  volume    = {9},
  number    = {8},
  year      = {2018},
  publisher = {The Science and Information Organization},
  author    = {Salem Saleh Bafjaish and Mohd Sanusi Azmi and Mohammed Nasser Al-Mhiqani and Amirul Ramzani Radzid and Hairulnizam Mahdin},
  doi       = {10.14569/IJACSA.2018.090852},
  url       = {https://doi.org/10.14569/IJACSA.2018.090852}
}

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