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Review on Plant Disease Detection Using Image Processing Techniques

Review on Plant Disease Detection Using Image Processing Techniques

von G. Ramkumar und S. Agnes Shifani
Softcover - 9786200484246
39,90 €
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Beschreibung

The book reviews the concept of various digital image processing techniques used for the detection of plant diseases. Disease detection involves steps like image acquisition, image pre-processing, image segmentation, feature extraction, and classification. Feature extraction brief about Texture features, Color features, Shape features and in classification section it discusses the following classifiers like Artificial Neural Networks, Back Propagation Neural Network, Support Vector Machine, Fuzzy Classifier, Color analysis, K-Nearest Neighbor.

A Monograph

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 13. Dezember 2019
Maße 22 cm x 15 cm x 0.4 cm
Gewicht 102 Gramm
Format Softcover
ISBN-13 9786200484246
Seiten 56