Image-Based Plant Disease Detection: A Machine Learning Perspective - Softcover

Palanisamy, Jayapriya

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

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Assistant Professor in UG Department of Computer Science, NGM College,Pollachi. Completed  PhD in NGM College. More than 13 Years of teaching experience with specialization in Digital Image processing, Operating System, Deep learning and Machine Learning. Published more than 15 research articles in reputed journals like IEEE,UGC care and Scopus.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6208429013
ISBN 13 
9786208429010
Einband
Taschenbuch
Anzahl der Seiten
76
Kontakt zum Hersteller
Edicoes Nosso Conhecimento
customerservice@vdm-vsg.de

SIA
Riga
1039
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