Image-Based Plant Disease Detection: A Machine Learning Perspective - Couverture souple

Palanisamy, Jayapriya

 
9786208429010: Image-Based Plant Disease Detection: A Machine Learning Perspective
Couverture souple
ISBN 10 : 6208429013 ISBN 13 : 9786208429010
Editeur : LAP LAMBERT Academic Publishing, 2025

Synopsis

This book explores an advanced approach to automatic marker-based morphological image segmentation, classification, and disease detection in diseased tomato plants using Support Vector Machine (SVM) classification. It delves into how morphological processing enhances image segmentation accuracy, enabling precise identification of diseased regions in tomato plants. The book also discusses feature extraction techniques, classification methods, and the effectiveness of SVM in distinguishing between healthy and diseased plant areas. This work is particularly useful for researchers, agronomists, and computer vision experts working on precision agriculture and plant disease diagnosis using deep learning and machine learning techniques.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6208429013
ISBN 13 
9786208429010
Reliure
Broché
Nombre de pages
76
Coordonnées du fabricant
non disponible
Personne responsable
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