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Image-Based Plant Disease Detection

By Jayapriya Palanisamy

Product Image: Image-Based Plant Disease Detection

Image-Based Plant Disease Detection

By Jayapriya Palanisamy

0 - Default Title
Description
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.
Product details
Binding:
Paperback
Number of Pages:
76
Release Date:
2025-04-02
Publication Date:
2025-04-02
Publisher:
LAP LAMBERT Academic Publishing
Languages:
Original: English
ISBN10:
6208429013
ISBN13:
9786208429010
GPSR Manufacturer Reference:
[email protected]
Weight:
131 g
Height:
150 cm
Width:
220 cm
Thickness:
5 cm
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