Method and device for counting corn ear kernels
A technology of corn ear and counting method, applied in the field of image processing, can solve problems such as being unsuitable for promotion and use, high price, difficult to flow and use, etc.
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Embodiment 1
[0063] provides a corn ear kernel count as figure 1 As shown, the method includes:
[0064]Step S1, obtaining a corn ear grain estimation model; wherein the corn ear grain estimation model is used to represent the functional relationship between the number of corn ear grains on one side of the corn and the number of all ear grains;
[0065] Step S2, obtaining a single-sided image of corn, and performing image preprocessing on the single-sided image to obtain a corresponding grayscale image;
[0066] Step S3, performing multi-threshold segmentation on the grayscale image obtained in step S2 to obtain a corresponding binary image;
[0067] Step S4, count the connected regions with the same gray value, and obtain the number of connected regions corresponding to the gray value used to represent the corn grain;
[0068] Step S5, determine the number of kernels in all ears according to the number obtained in step S4 and the corn kernel estimation model in step S1.
[0069] By ado...
Embodiment 2
[0120] Based on the same concept, the present invention also provides a corn ear grain counting device, such as Figure 5 As shown, the device includes:
[0121] The modeling module 501 is used to obtain an estimation model of corn ear grains; wherein the corn ear grain estimation model is used to represent the functional relationship between the number of ear grains on one side of corn and the number of all ear grains;
[0122] Image preprocessing module 502, is used for obtaining the single-sided image of corn, and carries out image preprocessing to described single-sided image, obtains corresponding grayscale image;
[0123] An image segmentation module 503, configured to perform multi-threshold segmentation on the grayscale image obtained by the image preprocessing module 502, to obtain a corresponding binary image;
[0124] The counting module 504 is used to count the connected regions with the same gray value, and obtain the number of connected regions corresponding to ...
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