A Fast Counting Method of Basic Wheat Seedlings Based on Machine Vision and Graphics Processing

A graphics processing and machine vision technology, applied in the field of agricultural planting information collection and processing, can solve the problems of high labor intensity, poor reliability, and low counting efficiency, and achieve the effects of reducing labor intensity, convenient sampling, and saving time

Active Publication Date: 2021-11-30
HENAN AGRICULTURAL UNIVERSITY
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Problems solved by technology

[0007] The technical problem to be solved by the present invention is to provide a fast counting method for basic wheat seedlings based on machine vision and graphic processing, to solve the problem that the existing counting of basic wheat seedlings requires manual counting, low counting efficiency, high labor intensity, and poor reliability. technical problem

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  • A Fast Counting Method of Basic Wheat Seedlings Based on Machine Vision and Graphics Processing
  • A Fast Counting Method of Basic Wheat Seedlings Based on Machine Vision and Graphics Processing
  • A Fast Counting Method of Basic Wheat Seedlings Based on Machine Vision and Graphics Processing

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Embodiment 1

[0057] Embodiment one: the basic seedling fast counting method of wheat based on machine vision and graphic processing comprises the following steps,

[0058] (1) Acquisition of basic seedling images

[0059] The image collection time of the basic wheat seedlings should be at the 1st-3rd leaf stage of the wheat seedling stage. After the 3rd leaf stage of the wheat seedling stage, the leaves of the wheat seedlings on the picture overlap more seriously, which will affect the recognition accuracy. In this embodiment, four test fields are respectively selected, and these four test fields are respectively planted with Yumai 49, Xinong 509, Zhoumai 27, and Aikang 58, these four common wheat varieties in Henan area, and during the period of 1-3 leaves of wheat Perform image acquisition.

[0060] In order to enable the method of the present invention to be applied to agricultural production practice at low cost, the resolution of the camera of the image acquisition device is not less...

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Abstract

A method for quickly counting basic wheat seedlings based on machine vision and graphic processing is used to solve the existing technical problem of low efficiency in counting basic wheat seedlings. Comprise the following steps: acquisition of basic seedling image, image restoration enhancement, target counting, in target counting, adopt connected area area comparison method to count the image processing after described step S8 processing, to obtain the basic seedling quantity of wheat, can like this Read and identify the occlusion and adhesion of wheat seedlings. The number of basic wheat seedlings is equal to the number of wheat seedlings counted in each connected area. By adopting machine vision and graphics processing methods, the counting efficiency is high, and it is suitable for counting the amount of wheat planting or germination in a large range.

Description

technical field [0001] The invention belongs to the technical field of agricultural planting information collection and processing, and in particular relates to a fast counting method for basic wheat seedlings based on machine vision and graphic processing. Background technique [0002] Wheat is one of the important food crops in my country, and wheat production is directly related to national food security and social stability. In wheat production, the investigation and counting of basic seedling conditions of wheat are the most basic agronomic traits to ensure high and stable yield of wheat, and it is also one of the important parameters for predicting wheat yield. The determination of the basic seedling number of traditional wheat mostly adopts the survey method, that is, at the wheat seedling stage, the number of seedlings in a certain area is obtained by manual counting, and converted into basic seedlings per mu. The following two methods are commonly used: [0003] Th...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/00G06T7/11G06T7/136G06T7/194G06T7/62
CPCG06T7/0002G06T2207/10024G06T2207/30188G06T2207/30242G06T7/11G06T7/136G06T7/194G06T7/62
Inventor 许鑫乔红波熊淑萍张娟娟冯洋洋
Owner HENAN AGRICULTURAL UNIVERSITY
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