Development of a computer vision system for the automatic quality grading of mandarin segments
This work focuses on the development of a computer vision system for the automatic on-line inspection and classification of Satsuma segments. During the image acquisition the segments are in movement, wet and frequently in contact with other pieces. The segments are transported over six semi-transpa...
| Autores principales: | , , , , , |
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| Otros Autores: | |
| Formato: | Artículo |
| Lenguaje: | Inglés |
| Publicado: |
2017
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| Acceso en línea: | http://hdl.handle.net/20.500.11939/4871 |
| _version_ | 1855491827300302848 |
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| author | Blasco, José Cubero, Sergio Arias, Raul Gómez-Sanchís, Juan Juste, Florentino Moltó, Enrique |
| author2 | Martí, J. |
| author_browse | Arias, Raul Blasco, José Cubero, Sergio Gómez-Sanchís, Juan Juste, Florentino Martí, J. Moltó, Enrique |
| author_facet | Martí, J. Blasco, José Cubero, Sergio Arias, Raul Gómez-Sanchís, Juan Juste, Florentino Moltó, Enrique |
| author_sort | Blasco, José |
| collection | ReDivia |
| description | This work focuses on the development of a computer vision system for the automatic on-line inspection and classification of Satsuma segments. During the image acquisition the segments are in movement, wet and frequently in contact with other pieces. The segments are transported over six semi-transparent conveyor belts that advance at speed of 1 nits. During on-line operation, the system acquires images of the segments using two cameras connected to a single computer and process the images in less than 50 ms. Extracting morphological features from the objects, the system identifies automatically pieces of skin and row material and separates entire segments from broken ones, discriminating between those with slight or large breaking degree. Combinations of morphological parameters were employed to decide the quality of each segment, classifying correctly 95% of sound segments. |
| format | Artículo |
| id | ReDivia4871 |
| institution | Instituto Valenciano de Investigaciones Agrarias (IVIA) |
| language | Inglés |
| publishDate | 2017 |
| publishDateRange | 2017 |
| publishDateSort | 2017 |
| record_format | dspace |
| spelling | ReDivia48712025-04-25T14:52:35Z Development of a computer vision system for the automatic quality grading of mandarin segments LECTURE NOTES IN COMPUTER SCIENCE Blasco, José Cubero, Sergio Arias, Raul Gómez-Sanchís, Juan Juste, Florentino Moltó, Enrique Martí, J. This work focuses on the development of a computer vision system for the automatic on-line inspection and classification of Satsuma segments. During the image acquisition the segments are in movement, wet and frequently in contact with other pieces. The segments are transported over six semi-transparent conveyor belts that advance at speed of 1 nits. During on-line operation, the system acquires images of the segments using two cameras connected to a single computer and process the images in less than 50 ms. Extracting morphological features from the objects, the system identifies automatically pieces of skin and row material and separates entire segments from broken ones, discriminating between those with slight or large breaking degree. Combinations of morphological parameters were employed to decide the quality of each segment, classifying correctly 95% of sound segments. 2017-06-01T10:11:13Z 2017-06-01T10:11:13Z 2007 2007 article Blasco, J., Cubero, S., Arias, R., Gómez, J., Juste, F., & Moltó, E. (2007, June). Development of a computer vision system for the automatic quality grading of mandarin segments. In Iberian Conference on Pattern Recognition and Image Analysis (pp. 460-466). Springer, Berlin, Heidelberg. 0302-9743; 978-3-540-72848-1 http://hdl.handle.net/20.500.11939/4871 10.1007/978-3-540-72849-8_58 en openAccess Impreso |
| spellingShingle | Blasco, José Cubero, Sergio Arias, Raul Gómez-Sanchís, Juan Juste, Florentino Moltó, Enrique Development of a computer vision system for the automatic quality grading of mandarin segments |
| title | Development of a computer vision system for the automatic quality grading of mandarin segments |
| title_full | Development of a computer vision system for the automatic quality grading of mandarin segments |
| title_fullStr | Development of a computer vision system for the automatic quality grading of mandarin segments |
| title_full_unstemmed | Development of a computer vision system for the automatic quality grading of mandarin segments |
| title_short | Development of a computer vision system for the automatic quality grading of mandarin segments |
| title_sort | development of a computer vision system for the automatic quality grading of mandarin segments |
| url | http://hdl.handle.net/20.500.11939/4871 |
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