Title :
Fuzzy analysis of color images of fruits
Author :
Pham, Trung ; Bro, Per ; Troncoso, José Luis
Author_Institution :
Escuela de Ingeniería Informática Empresarial, Universidad de Talca - Campus Lircay, Chile
Abstract :
This paper presents an efficient automatic analysis of fruits using fuzzy logic in a rule-based expert system. The analysis is based on digital images of a large number of fruits taken on an assembly line before packaging. The approach consists of two steps: (i) preprocessing to calculate the key indicators (color, texture, and size), and (ii) fuzzy processing of rules provided by the experts concerning how fruits are picked. The application is given in accessing the quality of cherries that is used in the determination of prices and the export destination.
Keywords :
Belts; Color; Filtering; Image color analysis; Packaging; Pixel; Skin; fruit sorting; fuzzy logic; image processing; quantitative analysis;
Conference_Titel :
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location :
Hangzhou, China
Print_ISBN :
978-1-4244-7616-9
DOI :
10.1109/ICISE.2010.5689230