Analisa Morfologi Dilasi untuk Perbaikan Kualitas Citra Deteksi Tepi pada Pola Batik Menggunakan Operator Prewitt dan Laplacian of Gaussian
The results of the edge detection process using several operators are not yet optimal. Therefore we need a method to improve the quality of edge detection images, the method used in this study is morphology dilation. The results of testing the improvement of image quality using 10 batik patterns, re...
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| Format: | Article |
| Language: | English |
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Ikatan Ahli Informatika Indonesia
2020-12-01
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| Series: | Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) |
| Subjects: | |
| Online Access: | http://jurnal.iaii.or.id/index.php/RESTI/article/view/2601 |
| _version_ | 1827361192459370496 |
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| author | Muhammad Abrar Masril Refli Noviardi |
| author_facet | Muhammad Abrar Masril Refli Noviardi |
| author_sort | Muhammad Abrar Masril |
| collection | DOAJ |
| description | The results of the edge detection process using several operators are not yet optimal. Therefore we need a method to improve the quality of edge detection images, the method used in this study is morphology dilation. The results of testing the improvement of image quality using 10 batik patterns, resulting in an accuracy level on Laplacian of Gaussian operators is 80% and for Prewitt operators is 60%. In the process of improving the edge detection quality, Morphology Dilation can connect broken edges using structuring elements. therefore it can improve the quality of edge images. |
| first_indexed | 2024-03-08T07:00:28Z |
| format | Article |
| id | doaj.art-2167485d04d34ceeb7e7f51cde50c01b |
| institution | Directory Open Access Journal |
| issn | 2580-0760 |
| language | English |
| last_indexed | 2024-03-08T07:00:28Z |
| publishDate | 2020-12-01 |
| publisher | Ikatan Ahli Informatika Indonesia |
| record_format | Article |
| series | Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) |
| spelling | doaj.art-2167485d04d34ceeb7e7f51cde50c01b2024-02-03T05:47:22ZengIkatan Ahli Informatika IndonesiaJurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)2580-07602020-12-01461052 – 10571052 – 105710.29207/resti.v4i6.26012601Analisa Morfologi Dilasi untuk Perbaikan Kualitas Citra Deteksi Tepi pada Pola Batik Menggunakan Operator Prewitt dan Laplacian of GaussianMuhammad Abrar Masril0Refli Noviardi1Institut Teknologi BatamInstitut Teknologi BatamThe results of the edge detection process using several operators are not yet optimal. Therefore we need a method to improve the quality of edge detection images, the method used in this study is morphology dilation. The results of testing the improvement of image quality using 10 batik patterns, resulting in an accuracy level on Laplacian of Gaussian operators is 80% and for Prewitt operators is 60%. In the process of improving the edge detection quality, Morphology Dilation can connect broken edges using structuring elements. therefore it can improve the quality of edge images.http://jurnal.iaii.or.id/index.php/RESTI/article/view/2601prewitt operator, laplacian of gaussian operator, morphological dilation |
| spellingShingle | Muhammad Abrar Masril Refli Noviardi Analisa Morfologi Dilasi untuk Perbaikan Kualitas Citra Deteksi Tepi pada Pola Batik Menggunakan Operator Prewitt dan Laplacian of Gaussian Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) prewitt operator, laplacian of gaussian operator, morphological dilation |
| title | Analisa Morfologi Dilasi untuk Perbaikan Kualitas Citra Deteksi Tepi pada Pola Batik Menggunakan Operator Prewitt dan Laplacian of Gaussian |
| title_full | Analisa Morfologi Dilasi untuk Perbaikan Kualitas Citra Deteksi Tepi pada Pola Batik Menggunakan Operator Prewitt dan Laplacian of Gaussian |
| title_fullStr | Analisa Morfologi Dilasi untuk Perbaikan Kualitas Citra Deteksi Tepi pada Pola Batik Menggunakan Operator Prewitt dan Laplacian of Gaussian |
| title_full_unstemmed | Analisa Morfologi Dilasi untuk Perbaikan Kualitas Citra Deteksi Tepi pada Pola Batik Menggunakan Operator Prewitt dan Laplacian of Gaussian |
| title_short | Analisa Morfologi Dilasi untuk Perbaikan Kualitas Citra Deteksi Tepi pada Pola Batik Menggunakan Operator Prewitt dan Laplacian of Gaussian |
| title_sort | analisa morfologi dilasi untuk perbaikan kualitas citra deteksi tepi pada pola batik menggunakan operator prewitt dan laplacian of gaussian |
| topic | prewitt operator, laplacian of gaussian operator, morphological dilation |
| url | http://jurnal.iaii.or.id/index.php/RESTI/article/view/2601 |
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