Soil Surface Texture Classification Using RGB Images Acquired Under Uncontrolled Field Conditions

Soil Surface Texture Classification Using RGB Images Acquired Under Uncontrolled Field Conditions

Soil surface texture classification is a critical aspect of agriculture and soil science that affects various soil properties, such as water-holding capacity and soil nutrient retention. However, existing methods for soil texture classification rely on soil images taken under controlled conditions,...

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Bibliographic Details
Main Authors: Ekunayo-Oluwabami Babalola, Muhammad H. Asad, Abdul Bais
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Soil texture classification
image processing
convolutional neural network
uncontrolled field conditions
Gabor filter
texture enhancement
Online Access:https://ieeexplore.ieee.org/document/10168088/

Internet

https://ieeexplore.ieee.org/document/10168088/

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