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Ecological Systems and Devices Annotation << Back
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ANALYSIS OF IMAGES
OF AGRICULTURAL PRODUCTS
IN CONDITIONS OF UNCERTAINTY |
Alekseev V.V., Gromov Yu.Yu., Divin A.G., Lakomov D.V.
This paper investigates the possibility of applying the algorithm of the Canny operator augmented with Robinson for
recognizing objects in an image and detection of defects on objects. Operator Robinson, with coagulation of the original
image in 4 directions, allows for a more accurate look of the contour, compared to other operators (Roberts, Sobel, Prewitt)
using 2 directions of convolution. The results of the study of this method in the detection of defects in vegetables. Based on
this study, recommendations on the choice of parameters of the algorithm. The fi ndings of this article can be used in vision
systems are applicable for detecting defects in fruits and vegetables.
Keywords: detection; image fuzzy logic; FCM; metric; the color model; uncertainty.
Contacts: E-mail: vvalex1961@mail.ru
Pp. 28-40. |
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