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Pattern Recognition, International Conference on (2000)
Barcelona, Spain
Sept. 3, 2000 to Sept. 8, 2000
ISBN: 0-7695-0750-6
pp: 1482
N. Aleixos , Universidad Jaume I
J. Blasco , IVIA
E. Moltó , IVIA
F. Navarrón , Food Machinery Espa?ola, S.A
ABSTRACT
About 5.000.000 Tm/year of citrus are harvested and packaged in Spain. These have to be correctly classified depending on its external quality. Current commercial sorters based on machine vision cannot solve problems like defect detection or correct color classification due to the low image resolution, which is necessary to achieve adequate production speed. This paper describes a new machine vision system to classify different species of citrus in real time, attending to external quality features of the fruits as size, color and external defects. A specific hardware has been developed to run the algorithms in parallel, which makes possible work at speed of 10 fruits/s, with an adequate image resolution.
INDEX TERMS
machine vision, real-time, inspection, fruit quality
CITATION

E. Moltó, F. Navarrón, J. Blasco and N. Aleixos, "Assessment of Citrus Fruit Quality Using a Real-Time Machine Vision System," Pattern Recognition, International Conference on(ICPR), Barcelona, Spain, 2000, pp. 1482.
doi:10.1109/ICPR.2000.905381
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