Evaluation of Expert Systems Techniques for Classifying Different Stages of Coffee Rust Infection in Hyperspectral Images

Wilson Castro, Jimy Oblitas, Jorge Maicelo, Himer Avila-George
2018 International Journal of Computational Intelligence Systems  
In this work, the use of expert systems and hyperspectral imaging in the determination of coffee rust infection was evaluated. Three classifiers were trained using spectral profiles from different stages of infection, and the classifier based on a support vector machine provided the best performance. When this classifier was compared to visual analysis, statistically significant differences were observed, and the highest sensitivity of the selected classifier was found at early stages of infection.
more » ... ly stages of infection.
doi:10.2991/ijcis.11.1.8 fatcat:hnhpad7pivhgnizl3fqi4am76m