Adaptive Neuro-Fuzzy Inference System for Recognition of Cotton Leaf Diseases

Mr. Shanoor M Mayannavar , Prof. S. P. Sangani , S. G. Gollagi , M. G. Huddar , Milind. R. Pawar

Cotton leaf diseases, Color Layout Descriptors (CLD), k-means clustering, Image segmentation, Zigzag coefficient, Image classification

Image processing fascinated the many researchers in the area of pattern recognition and the image processing techniques are interminably applied to agricultural science, and it has great perspective, particularly in the plant protection field, which ultimately leads to the crop management. The purpose of this notion is to develop and to evaluate Adaptive Neuro-fuzzy Inference System as the methodology to recognize the cotton leaf’s diseases. This project presents automatic system for classification of three cotton leaf’s diseases namely Bacterial Blight, Myrothecium and Alternaria. The k-means algorithm is used for segmentation of images and Color Layout Descriptors is used to extract as features to train the Adaptive Fuzzy Inference System, which is applied to trace out the leaf spots from the of plant leaves, which assists in diagnosing the cotton leaf spot diseases accurately

Published Paper   E-Certificate

"Adaptive Neuro-Fuzzy Inference System for Recognition of Cotton Leaf Diseases", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.1, Issue 8, page no.159 - 165, August-2016, Available :https://ijsdr.org/papers/IJSDR1608020.pdf

Volume 1 Issue 8, August-2016

Pages : 159 - 165

Paper Reg. ID: IJSDR_160669

Published Paper Id: IJSDR1608020

Downloads: 000347185

Research Area: Engineering

Country: belagavi, karnataka, India

Published Paper PDF: https://ijsdr.org/papers/IJSDR1608020

Published Paper URL: https://ijsdr.org/viewpaperforall?paper=IJSDR1608020

ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJSDR(IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition