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.

Über den Autor / die Autorin

Dr S. Agnes Shifani jest adiunktem w dziedzinie elektroniki i in¿ynierii komunikacyjnej w Saveetha School of Engineering, SIMATS, Chennai. Z ponad 13-letnim do¿wiadczeniem w nauczaniu, jej zainteresowania badawcze obejmuj¿ przetwarzanie obrazu, przetwarzanie sygnäów i sieci.

Produktdetails

• Autoren: G. Ramkumar, S. Agnes Shifani
• Verlag: LAP Lambert Academic Publishing
• Sprache: Englisch
• Produktform: Taschenbuch
• Erschienen: 13.12.2019
• EAN: 9786200484246
• ISBN: 978-620-0-48424-6
• Seiten: 56
• Abmessung: 150 mm x 220 mm x 4 mm
• Gewicht: 102 g
• Thema: Geisteswissenschaften, Kunst, Musik > Musik > Monografien