Identification of Foliar Disease Regions on Corn Leaves Using SLIC Segmentation and Deep Learning Under Uniform Background and Field Conditions

Identification of Foliar Disease Regions on Corn Leaves Using SLIC Segmentation and Deep Learning Under Uniform Background and Field Conditions

Plant diseases lead to severe losses in crop yield worldwide. The conventional approach for diagnosing diseases relies on manual scouting. In recent years, advances in convolutional neural networks have motivated the use of deep learning-based computer vision for automatically identifying plant dise...

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Bibliographic Details
Main Authors: Hieu Phan, Aanis Ahmad, Dharmendra Saraswat
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
SLIC segmentation
deep learning
image classification
corn leaf disease identification
field conditions
Online Access:https://ieeexplore.ieee.org/document/9923913/

Internet

https://ieeexplore.ieee.org/document/9923913/

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