Segmentation of Multiple Tree Leaves Pictures with Natural Backgrounds using Deep Learning for Image-Based Agriculture Applications

Segmentation of Multiple Tree Leaves Pictures with Natural Backgrounds using Deep Learning for Image-Based Agriculture Applications

The crop water stress index (CWSI) is one of the parameters measured in deficit irrigation and it is obtained from crop canopy temperature. However, image segmentation is required for non-leaf region exclusion in temperature measurement, as it is critical to obtain the temperature values for the cal...

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Bibliographic Details
Main Authors: Jaime Giménez-Gallego, Juan D. González-Teruel, Manuel Jiménez-Buendía, Ana B. Toledo-Moreo, Fulgencio Soto-Valles, Roque Torres-Sánchez
Format: Article
Language:English
Published: MDPI AG 2019-12-01
Series:Applied Sciences
Subjects:
deficit irrigation
cwsi
thermography
image segmentation
clustering
svm
deep learning
model training
Online Access:https://www.mdpi.com/2076-3417/10/1/202

Internet

https://www.mdpi.com/2076-3417/10/1/202

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