Review on Plant Disease Detection Using Image Processing Techniques - A Monograph

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.

About the author

La Sra. S. Agnes Shifani trabaja actualmente como profesora adjunta en el Departamento de Ingeniería Electrónica y de Comunicaciones de la Facultad de Ingeniería Jeppiaar Maamallan, Chennai. Tiene 8 años de experiencia en la enseñanza y está investigando en el campo del procesamiento de imágenes. Tiene varias publicaciones en Web of Science/Scopus/Conferencia Nacional/Internacional.

Product details

• Authors: G. Ramkumar, S. Agnes Shifani
• Publisher: LAP Lambert Academic Publishing
• Languages: English
• Product format: Paperback / Softback
• Released: 13.12.2019
• EAN: 9786200484246
• ISBN: 978-620-0-48424-6
• No. of pages: 56
• Dimensions: 150 mm x 220 mm x 4 mm
• Weight: 102 g
• Subject: Humanities, art, music > Music > Monographs