Methods for improving contrast of agricultural images
In recent years, there has been a sharp increase in interest in using satellite imagery in agriculture. These images are useful for monitoring crops, analyzing soil conditions, and identifying potential machine problems. However, the quality of these images can vary greatly depending on factors such...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2023-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/38/e3sconf_conmechydro23_04020.pdf |
| _version_ | 1797775894305046528 |
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| author | Mamatov N. S. Niyozmatova N. A. Jalelova M. M. Samijonov A. N. Tojiboyeva Sh. X. |
| author_facet | Mamatov N. S. Niyozmatova N. A. Jalelova M. M. Samijonov A. N. Tojiboyeva Sh. X. |
| author_sort | Mamatov N. S. |
| collection | DOAJ |
| description | In recent years, there has been a sharp increase in interest in using satellite imagery in agriculture. These images are useful for monitoring crops, analyzing soil conditions, and identifying potential machine problems. However, the quality of these images can vary greatly depending on factors such as weather conditions, time of day, and the type of satellite used. One common problem with images, in general, is poor contrast or lack of contrast, which can make it difficult to identify objects such as crops or machinery. This work is devoted to methods of contrast enhancement and evaluation criteria used to improve the quality of agricultural images obtained from satellites and unmanned aerial vehicles, as well as the selection of the optimal pair of criteria and methods. |
| first_indexed | 2024-03-12T22:42:10Z |
| format | Article |
| id | doaj.art-5239c28f167a427a86728a9d9e604221 |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-03-12T22:42:10Z |
| publishDate | 2023-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-5239c28f167a427a86728a9d9e6042212023-07-21T09:35:10ZengEDP SciencesE3S Web of Conferences2267-12422023-01-014010402010.1051/e3sconf/202340104020e3sconf_conmechydro23_04020Methods for improving contrast of agricultural imagesMamatov N. S.0Niyozmatova N. A.1Jalelova M. M.2Samijonov A. N.3Tojiboyeva Sh. X.4“Tashkent Institute of Irrigation and Agricultural Mechanization Engineers” National Research University“Tashkent Institute of Irrigation and Agricultural Mechanization Engineers” National Research University“Tashkent Institute of Irrigation and Agricultural Mechanization Engineers” National Research UniversityTashkent University of Information Technology after named Muhammad al-KhwarizmiNamangan State UniversityIn recent years, there has been a sharp increase in interest in using satellite imagery in agriculture. These images are useful for monitoring crops, analyzing soil conditions, and identifying potential machine problems. However, the quality of these images can vary greatly depending on factors such as weather conditions, time of day, and the type of satellite used. One common problem with images, in general, is poor contrast or lack of contrast, which can make it difficult to identify objects such as crops or machinery. This work is devoted to methods of contrast enhancement and evaluation criteria used to improve the quality of agricultural images obtained from satellites and unmanned aerial vehicles, as well as the selection of the optimal pair of criteria and methods.https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/38/e3sconf_conmechydro23_04020.pdf |
| spellingShingle | Mamatov N. S. Niyozmatova N. A. Jalelova M. M. Samijonov A. N. Tojiboyeva Sh. X. Methods for improving contrast of agricultural images E3S Web of Conferences |
| title | Methods for improving contrast of agricultural images |
| title_full | Methods for improving contrast of agricultural images |
| title_fullStr | Methods for improving contrast of agricultural images |
| title_full_unstemmed | Methods for improving contrast of agricultural images |
| title_short | Methods for improving contrast of agricultural images |
| title_sort | methods for improving contrast of agricultural images |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/38/e3sconf_conmechydro23_04020.pdf |
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