Fruits classification using GPU

In fruit packaging companies, the color is a metric used to determine the fruit quality, maturation, healthiness, etc.. For apples, the color also indicates their class or variety (red delicious, granny smith, etc.). Nowadays the distinction between the different qualities of apples is based on empi...

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Bibliographic Details
Published in:Revista IEEE América Latina 2011-06, Vol.9 (3), p.366-370
Main Authors: D Amato, Juan Pablo, Garcia Bauza, Cristian, Boroni, Gustavo
Format: Article
Language:English
Subjects:
Apples
Classification
Color
Fruits
Packages
Tracking
Transport
Online Access:Get full text
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Summary:In fruit packaging companies, the color is a metric used to determine the fruit quality, maturation, healthiness, etc.. For apples, the color also indicates their class or variety (red delicious, granny smith, etc.). Nowadays the distinction between the different qualities of apples is based on empirical measures proposed by experts. In this paper a mechanical-digital system for capturing and classifying fruit by color in real time is presented. It's supposed to be incorporated to an existent fruit transport line. The tracking algorithms were implemented using graphics cards, which allow processing a very large number of lines in a single commercial PC. The solution is able to emulate the human criterion in the fruits classification. Based on the images captured from the transport line, the system generates an output indicating the quality, which is used to distribute the fruit in different packages
ISSN:1548-0992
1548-0992
DOI:10.1109/TLA.2011.5893785