Image-Based Plant Disease Detection

Author:   Jayapriya Palanisamy
Publisher:   LAP Lambert Academic Publishing
ISBN:  

9786208429010


Pages:   76
Publication Date:   02 April 2025
Format:   Paperback
Availability:   Available To Order   Availability explained
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Image-Based Plant Disease Detection


Overview

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.

Full Product Details

Author:   Jayapriya Palanisamy
Publisher:   LAP Lambert Academic Publishing
Imprint:   LAP Lambert Academic Publishing
Dimensions:   Width: 15.20cm , Height: 0.50cm , Length: 22.90cm
Weight:   0.113kg
ISBN:  

9786208429010


ISBN 10:   6208429013
Pages:   76
Publication Date:   02 April 2025
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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