Classification of fruits using Probabilistic Neural Networks - Improvement using color features

• Main Authors: Mustafa N.B.A., Arumugam K., Ahmed S.K., Sharrif Z.A.Md.
• Other Authors: 57191952020
• Format: Conference Paper
• Published: 2023
• Subjects: Colour Recognition; Fruit Classification; HSI; Morphological Feature Analysis; PNN; RGB; Color; Feature extraction; Image processing; Neural networks; Classification methods; Color features; Fruit sorting; MATLAB/Simulink environment; Morphological features; Probabilistic neural networks; Fruits

This paper presents a novel approach for the development of an intelligent fruit sorting system using techniques from Digital Image Processing and Artificial Neural Networks. The aim is to develop a fast and effective classification method along with a target of 100% efficiency. Five fruits; i.e., a...