An experimental setup operating in transmission mode in the frequency range between 18 and 40 GHz is described. This study shows how the system is able to distinguish healthy and rotten hazelnuts. In addition, a Self-Organizing Map (SOM) trained with the Kohonen algorithm was used to classify the hazelnuts according to their quality.
Greco, M., Giarnetti, S., Giovenale, E., Senni, L., Leccese, F., Doria, A., et al. (2023). Selecting hazelnuts by coupling a self-organizing map (SOM) and an experimental system operating in transmission configuration. In International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz (pp.3). IEEE Computer Society [10.1109/IRMMW-THz57677.2023.10299380].
Selecting hazelnuts by coupling a self-organizing map (SOM) and an experimental system operating in transmission configuration
Greco M.
;Leccese F.;
2023-01-01
Abstract
An experimental setup operating in transmission mode in the frequency range between 18 and 40 GHz is described. This study shows how the system is able to distinguish healthy and rotten hazelnuts. In addition, a Self-Organizing Map (SOM) trained with the Kohonen algorithm was used to classify the hazelnuts according to their quality.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
