Relationship between soil moisture content in paddy field and its image texture

Citation

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

Abstract

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.

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Additional Metadata

Item Type:	Article
Divisions:	Faculty of Engineering
Publisher:	Penerbit Universiti Teknologi Malaysia Press
Keywords:	Soil moisture content; Texture; Image processing
Depositing User:	Nurul Ainie Mokhtar
Date Deposited:	15 Jan 2018 10:14
Last Modified:	15 Jan 2018 10:14
URI:	http://psasir.upm.edu.my/id/eprint/53759
Statistic Details:	View Download Statistic

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