Relationship between soil moisture content in paddy field and its image texture
The aim of this study is to identify the relationship between soil moisture content and its image texture. Soil image was captured and converted into CIELUV color space. These images were later used to develop two dimensional gray level co-occurrence matrix. Eight texture features extracted from gra...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Penerbit Universiti Teknologi Malaysia Press
2016
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| Online Access: | http://psasir.upm.edu.my/id/eprint/53759/1/Relationship%20between%20soil%20moisture%20content%20in%20paddy%20field%20and%20its%20image%20texture.pdf |
| _version_ | 1796975950696546304 |
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| author | Bejo, Siti Khairunniza Sumgap, Nor Hafizah Mohd Johari, Siti Nurul Afiah |
| author_facet | Bejo, Siti Khairunniza Sumgap, Nor Hafizah Mohd Johari, Siti Nurul Afiah |
| author_sort | Bejo, Siti Khairunniza |
| collection | UPM |
| description | The aim of this study is to identify the relationship between soil moisture content and its image texture. Soil image was captured and converted into CIELUV color space. These images were later used to develop two dimensional gray level co-occurrence matrix. Eight texture features extracted from gray level co-occurrence matrix namely mean, variance, homogeneity, dissimilarity, entropy, contrast, second moment and correlation was used for the analysis. The results has shown that the image texture properties can be used to relate with soil moisture content, where variance, homogeneity, dissimilarity, entropy, contrast, second moment and correlation gave significant responds to the moisture content. The highest value of correlation was gathered from entropy with r = -0.522. |
| first_indexed | 2024-03-06T09:18:46Z |
| format | Article |
| id | upm.eprints-53759 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T09:18:46Z |
| publishDate | 2016 |
| publisher | Penerbit Universiti Teknologi Malaysia Press |
| record_format | dspace |
| spelling | upm.eprints-537592018-01-15T10:14:32Z http://psasir.upm.edu.my/id/eprint/53759/ Relationship between soil moisture content in paddy field and its image texture Bejo, Siti Khairunniza Sumgap, Nor Hafizah Mohd Johari, Siti Nurul Afiah The aim of this study is to identify the relationship between soil moisture content and its image texture. Soil image was captured and converted into CIELUV color space. These images were later used to develop two dimensional gray level co-occurrence matrix. Eight texture features extracted from gray level co-occurrence matrix namely mean, variance, homogeneity, dissimilarity, entropy, contrast, second moment and correlation was used for the analysis. The results has shown that the image texture properties can be used to relate with soil moisture content, where variance, homogeneity, dissimilarity, entropy, contrast, second moment and correlation gave significant responds to the moisture content. The highest value of correlation was gathered from entropy with r = -0.522. Penerbit Universiti Teknologi Malaysia Press 2016 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/53759/1/Relationship%20between%20soil%20moisture%20content%20in%20paddy%20field%20and%20its%20image%20texture.pdf Bejo, Siti Khairunniza and Sumgap, Nor Hafizah and Mohd Johari, Siti Nurul Afiah (2016) Relationship between soil moisture content in paddy field and its image texture. Jurnal Teknologi , 78 (1-2). pp. 93-96. ISSN 0127-9696; ESSN: 2180-3722 http://www.jurnalteknologi.utm.my/index.php/jurnalteknologi/article/view/7275 |
| spellingShingle | Bejo, Siti Khairunniza Sumgap, Nor Hafizah Mohd Johari, Siti Nurul Afiah Relationship between soil moisture content in paddy field and its image texture |
| title | Relationship between soil moisture content in paddy field and its image texture |
| title_full | Relationship between soil moisture content in paddy field and its image texture |
| title_fullStr | Relationship between soil moisture content in paddy field and its image texture |
| title_full_unstemmed | Relationship between soil moisture content in paddy field and its image texture |
| title_short | Relationship between soil moisture content in paddy field and its image texture |
| title_sort | relationship between soil moisture content in paddy field and its image texture |
| url | http://psasir.upm.edu.my/id/eprint/53759/1/Relationship%20between%20soil%20moisture%20content%20in%20paddy%20field%20and%20its%20image%20texture.pdf |
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