Recognition English Letters Using Invariant Moment in Extracting Properties of Images
In this research, a study of printed English characters properties for Optical Character Recognition is done using the invariant moment method to evaluate the character properties due to it’s resistance against the rotation, scaling and shifting work. In this, also preprocessing the text and recogni...
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| Format: | Article |
| Language: | Arabic |
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Mosul University
2005-06-01
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| Series: | Al-Rafidain Journal of Computer Sciences and Mathematics |
| Subjects: | |
| Online Access: | https://csmj.mosuljournals.com/article_164074_2bdf446d00f542489cf5717d891d1fcb.pdf |
| _version_ | 1811258360490622976 |
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| author | Hadia Abdullah |
| author_facet | Hadia Abdullah |
| author_sort | Hadia Abdullah |
| collection | DOAJ |
| description | In this research, a study of printed English characters properties for Optical Character Recognition is done using the invariant moment method to evaluate the character properties due to it’s resistance against the rotation, scaling and shifting work. In this, also preprocessing the text and recognized it.The image text is segment often two dissuasion methods are used to measure the distance between the moments of the new characters and the stored moments, this method is the Euclidean distance which gives high recognition factor.Due to the property of independence of the English characters, the evaluation of the seven moment of the printed character is so easy, so we evaluate the moments of English character in a different position and different size for each character by rotating the character from 45° to 360°. As a result, the invariant moment method has high ability for the recognition use, if its adopted in English Optical Character Recognition the recognition rate equals 85%. |
| first_indexed | 2024-04-12T18:13:09Z |
| format | Article |
| id | doaj.art-8c258c1e9ba24712aa6e039d95feca2a |
| institution | Directory Open Access Journal |
| issn | 1815-4816 2311-7990 |
| language | Arabic |
| last_indexed | 2024-04-12T18:13:09Z |
| publishDate | 2005-06-01 |
| publisher | Mosul University |
| record_format | Article |
| series | Al-Rafidain Journal of Computer Sciences and Mathematics |
| spelling | doaj.art-8c258c1e9ba24712aa6e039d95feca2a2022-12-22T03:21:45ZaraMosul UniversityAl-Rafidain Journal of Computer Sciences and Mathematics1815-48162311-79902005-06-0121698210.33899/csmj.2005.164074164074Recognition English Letters Using Invariant Moment in Extracting Properties of ImagesHadia Abdullah0College of Computer Sciences &Mathematics University of Mosul, IraqIn this research, a study of printed English characters properties for Optical Character Recognition is done using the invariant moment method to evaluate the character properties due to it’s resistance against the rotation, scaling and shifting work. In this, also preprocessing the text and recognized it.The image text is segment often two dissuasion methods are used to measure the distance between the moments of the new characters and the stored moments, this method is the Euclidean distance which gives high recognition factor.Due to the property of independence of the English characters, the evaluation of the seven moment of the printed character is so easy, so we evaluate the moments of English character in a different position and different size for each character by rotating the character from 45° to 360°. As a result, the invariant moment method has high ability for the recognition use, if its adopted in English Optical Character Recognition the recognition rate equals 85%.https://csmj.mosuljournals.com/article_164074_2bdf446d00f542489cf5717d891d1fcb.pdfoptical character recognitioninvariant moment method |
| spellingShingle | Hadia Abdullah Recognition English Letters Using Invariant Moment in Extracting Properties of Images Al-Rafidain Journal of Computer Sciences and Mathematics optical character recognition invariant moment method |
| title | Recognition English Letters Using Invariant Moment in Extracting Properties of Images |
| title_full | Recognition English Letters Using Invariant Moment in Extracting Properties of Images |
| title_fullStr | Recognition English Letters Using Invariant Moment in Extracting Properties of Images |
| title_full_unstemmed | Recognition English Letters Using Invariant Moment in Extracting Properties of Images |
| title_short | Recognition English Letters Using Invariant Moment in Extracting Properties of Images |
| title_sort | recognition english letters using invariant moment in extracting properties of images |
| topic | optical character recognition invariant moment method |
| url | https://csmj.mosuljournals.com/article_164074_2bdf446d00f542489cf5717d891d1fcb.pdf |
| work_keys_str_mv | AT hadiaabdullah recognitionenglishlettersusinginvariantmomentinextractingpropertiesofimages |