Machine vision based whole case red grape fruit size grading device and method

Abstract

The invention discloses a machine vision based whole case red grape fruit size grading device and method and relates to the technical field of group fruit grading technologies. The method comprises the steps that (1), to-be-tested red grapes in a whole case are numbered and placed on a conveyor belt; (2), the red grapes in the whole case are sent into a sealed box for image acquisition, and at the same time, a near fared image and a color image are obtained; (3) the near fared image and the color image are processed; the images are read; the images are pre-processed; the images are fused; edges are extracted; grape fruit images are cut; small areas are removed; ellipses are fitted; parameters are extracted; the ellipses are screened; a grading model is built and tested. According to the machine vision based whole case red grape fruit size grading device and method, the whole case of red grapes can be graded automatically; the grading standards are uniform, and the grading accuracy is high; the image processing technology is used, so that nondestructive testing is realized, and the testing speed is high; size nondestructive testing is realized on group objects by the aid of the machine vision technology, and the device and the method have a wide application prospect.

Description

technical field [0001] The invention relates to the technical field of group fruit grading, in particular to a machine vision-based automatic grading device for the size of whole boxes of red grape grapes and a method thereof. The present invention mainly uses industrial cameras to collect red grape images, extracts the size parameters of red grape fruit grains through a series of image processing methods, builds a model according to the size of the fruit grains and inspects them for grading, which is the automatic grading of red grape grapes Provides a lossless and fast method. Background technique [0002] At present, the grading of the size of red grape grapes is mainly realized manually. By cutting several fruit grains on the surface, the maximum axial diameter of the fruit grains is measured with a vernier caliper as the diameter of the fruit grains. The diameter of the fruit is used to judge the grade of the whole box of red grapes. When grading the size of red grape...

AI Technical Summary

Problems solved by technology

[0006] After searching, there is no domestic discovery of the automatic grading technology and sorting equipment for the size of the whole box of red grapes used in actual production.

Images