Japanese Hiragana Handwriting Pattern Recognition Using Template Matching Correlation Method
Hiragana is one of the traditional Japanese letters used to translate native Japanese words. The introduction of an object requires a learning process, which is obtained through the characteristic in the form of unique features on similar objects, but manually it is quite difficult to distinguish th...
| Main Authors: | , , |
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| Format: | Article |
| Language: | Indonesian |
| Published: |
Universitas Muhammadiyah Purwokerto
2021-05-01
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| Series: | Jurnal Informatika |
| Subjects: | |
| Online Access: | http://jurnalnasional.ump.ac.id/index.php/JUITA/article/view/7082 |
| _version_ | 1818609130073489408 |
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| author | Imam Riadi Abdul Fadlil Putri Annisa |
| author_facet | Imam Riadi Abdul Fadlil Putri Annisa |
| author_sort | Imam Riadi |
| collection | DOAJ |
| description | Hiragana is one of the traditional Japanese letters used to translate native Japanese words. The introduction of an object requires a learning process, which is obtained through the characteristic in the form of unique features on similar objects, but manually it is quite difficult to distinguish these letters. This writing explains the discussion system to differentiate between hiragana letters starting from preprocess namely grayscale and threshold, then segmenting and normalization, while image classification uses the Template Matching Correlation method. The results of tests carried out assessing the test rate of around 76% using the Matching Template Correlation method. While the remaining 14% indicates that the object identified does not match the intended results. |
| first_indexed | 2024-12-16T14:53:38Z |
| format | Article |
| id | doaj.art-1e6d7eb718cb4b0f87fb6f1375d3f047 |
| institution | Directory Open Access Journal |
| issn | 2086-9398 2579-8901 |
| language | Indonesian |
| last_indexed | 2024-12-16T14:53:38Z |
| publishDate | 2021-05-01 |
| publisher | Universitas Muhammadiyah Purwokerto |
| record_format | Article |
| series | Jurnal Informatika |
| spelling | doaj.art-1e6d7eb718cb4b0f87fb6f1375d3f0472022-12-21T22:27:32ZindUniversitas Muhammadiyah PurwokertoJurnal Informatika2086-93982579-89012021-05-01911710.30595/juita.v9i1.70823090Japanese Hiragana Handwriting Pattern Recognition Using Template Matching Correlation MethodImam Riadi0Abdul Fadlil1Putri Annisa2Universitas Ahmad DahlanUniversitas Ahmad DahlanUniversitas Ahmad DahlanHiragana is one of the traditional Japanese letters used to translate native Japanese words. The introduction of an object requires a learning process, which is obtained through the characteristic in the form of unique features on similar objects, but manually it is quite difficult to distinguish these letters. This writing explains the discussion system to differentiate between hiragana letters starting from preprocess namely grayscale and threshold, then segmenting and normalization, while image classification uses the Template Matching Correlation method. The results of tests carried out assessing the test rate of around 76% using the Matching Template Correlation method. While the remaining 14% indicates that the object identified does not match the intended results.http://jurnalnasional.ump.ac.id/index.php/JUITA/article/view/7082hiragana, preprocessing, template matching correlation |
| spellingShingle | Imam Riadi Abdul Fadlil Putri Annisa Japanese Hiragana Handwriting Pattern Recognition Using Template Matching Correlation Method Jurnal Informatika hiragana, preprocessing, template matching correlation |
| title | Japanese Hiragana Handwriting Pattern Recognition Using Template Matching Correlation Method |
| title_full | Japanese Hiragana Handwriting Pattern Recognition Using Template Matching Correlation Method |
| title_fullStr | Japanese Hiragana Handwriting Pattern Recognition Using Template Matching Correlation Method |
| title_full_unstemmed | Japanese Hiragana Handwriting Pattern Recognition Using Template Matching Correlation Method |
| title_short | Japanese Hiragana Handwriting Pattern Recognition Using Template Matching Correlation Method |
| title_sort | japanese hiragana handwriting pattern recognition using template matching correlation method |
| topic | hiragana, preprocessing, template matching correlation |
| url | http://jurnalnasional.ump.ac.id/index.php/JUITA/article/view/7082 |
| work_keys_str_mv | AT imamriadi japanesehiraganahandwritingpatternrecognitionusingtemplatematchingcorrelationmethod AT abdulfadlil japanesehiraganahandwritingpatternrecognitionusingtemplatematchingcorrelationmethod AT putriannisa japanesehiraganahandwritingpatternrecognitionusingtemplatematchingcorrelationmethod |