Image-Based Plant Disease Detection | A Machine Learning Perspective

Jayapriya Palanisamy

ISBN 10: 6208429013 / ISBN 13: 9786208429010

Published by LAP LAMBERT Academic Publishing, 2025

About this Item

Image-Based Plant Disease Detection | A Machine Learning Perspective | Jayapriya Palanisamy | Taschenbuch | Englisch | 2025 | LAP LAMBERT Academic Publishing | EAN 9786208429010 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.

Seller Inventory # 133336266

Bibliographic Details

• Title: Image-Based Plant Disease Detection | A Machine Learning Perspective
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2025
• Language: English
• ISBN 10: 6208429013
• ISBN 13: 9786208429010
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 220W x 150H x 5D millimeters 220 millimeters width by 150 millimeters height by 5 millimeters depth
• Weight: 131 grams
• Seller catalogs:
  • Bücher

About this title

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.