Neural network segmentation of images from stained cucurbits leaves with colour symptoms of biotic and abiotic stresses

Neural network segmentation of images from stained cucurbits leaves with colour symptoms of biotic and abiotic stresses

The increased production of Reactive Oxygen Species (ROS) in plant leaf tissues is a hallmark of a plant’s reaction to various environmental stresses. This paper describes an automatic segmentation method for scanned images of cucurbits leaves stained to visualise ROS accumulation sites featured by...

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Bibliographic Details
Main Authors: Gocławski Jarosław, Sekulska-Nalewajko Joanna, Kuźniak Elżbieta
Format: Article
Language:English
Published: Sciendo 2012-09-01
Series:International Journal of Applied Mathematics and Computer Science
Subjects:
image segmentation
colour space
morphological processing
image thresholding
artificial neural network
wta learning
widrow–hoff learning
cucurbita species
plant stress
ros detection
Online Access:https://doi.org/10.2478/v10006-012-0050-5

Internet

https://doi.org/10.2478/v10006-012-0050-5

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