Skew detection and correction of mushaf Al-Quran script using hough transform
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...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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The Science and Information (SAI) Organization Limited
2018
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| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/5818/1/AJ%202018%20%28592%29.pdf |
| _version_ | 1825710082062548992 |
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| author | Bafjaish, Salem Saleh Azmi, Mohd Sanusi Al-Mhiqani, Mohammed Nasser Radzid, Amirul Ramzani Mahdin, Hairulnizam |
| author_facet | Bafjaish, Salem Saleh Azmi, Mohd Sanusi Al-Mhiqani, Mohammed Nasser Radzid, Amirul Ramzani Mahdin, Hairulnizam |
| author_sort | Bafjaish, Salem Saleh |
| collection | UTHM |
| description | 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 AlQuran 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. |
| first_indexed | 2024-03-05T21:52:12Z |
| format | Article |
| id | uthm.eprints-5818 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | English |
| last_indexed | 2024-03-05T21:52:12Z |
| publishDate | 2018 |
| publisher | The Science and Information (SAI) Organization Limited |
| record_format | dspace |
| spelling | uthm.eprints-58182022-01-24T01:25:01Z http://eprints.uthm.edu.my/5818/ Skew detection and correction of mushaf Al-Quran script using hough transform Bafjaish, Salem Saleh Azmi, Mohd Sanusi Al-Mhiqani, Mohammed Nasser Radzid, Amirul Ramzani Mahdin, Hairulnizam TK7800-8360 Electronics 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 AlQuran 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. The Science and Information (SAI) Organization Limited 2018 Article PeerReviewed text en http://eprints.uthm.edu.my/5818/1/AJ%202018%20%28592%29.pdf Bafjaish, Salem Saleh and Azmi, Mohd Sanusi and Al-Mhiqani, Mohammed Nasser and Radzid, Amirul Ramzani and Mahdin, Hairulnizam (2018) Skew detection and correction of mushaf Al-Quran script using hough transform. (IJACSA) International Journal of Advanced Computer Science and Applications, 9 (8). pp. 402-409. ISSN 2156-5570 https://dx.doi.org/10.14569/IJACSA.2018.090852 |
| spellingShingle | TK7800-8360 Electronics Bafjaish, Salem Saleh Azmi, Mohd Sanusi Al-Mhiqani, Mohammed Nasser Radzid, Amirul Ramzani Mahdin, Hairulnizam Skew detection and correction of mushaf Al-Quran script using hough transform |
| title | Skew detection and correction of mushaf Al-Quran script using hough transform |
| title_full | Skew detection and correction of mushaf Al-Quran script using hough transform |
| title_fullStr | Skew detection and correction of mushaf Al-Quran script using hough transform |
| title_full_unstemmed | Skew detection and correction of mushaf Al-Quran script using hough transform |
| title_short | Skew detection and correction of mushaf Al-Quran script using hough transform |
| title_sort | skew detection and correction of mushaf al quran script using hough transform |
| topic | TK7800-8360 Electronics |
| url | http://eprints.uthm.edu.my/5818/1/AJ%202018%20%28592%29.pdf |
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