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Image-Based Plant Disease Detection by Jayapriya Palanisamy

Image-Based Plant Disease Detection

by Jayapriya Palanisamy
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Book cover type: Paperback
  • ISBN13: 9786208429010
  • Binding: Paperback
  • Subject: N/A
  • Publisher: LAP Lambert Academic Publishing
  • Publisher Imprint: LAP Lambert Academic Publishing
  • Publication Date:
  • Pages: 76
  • Original Price: GBP 38.19
  • Language: English
  • Edition: N/A
  • Item Weight: 114 grams
  • BISAC Subject(s): General

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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