Eureka AIR delivers breakthrough ideas for toughest innovation challenges, trusted by R&D personnel around the world.

Plant growth state identification method based on plant illumination image

A plant growth and state recognition technology, which is applied in image enhancement, image analysis, image data processing, etc., can solve the problems of lack of plant visual monitoring, single factors to consider, and low accuracy of plant state recognition, achieving high recognition, The effect of avoiding omissions and improving recognition

Inactive Publication Date: 2018-07-31
CHINA AGRI UNIV
View PDF5 Cites 12 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] In the prior art, there are already some methods for judging the growth status of crops and other plants based on computer vision technology, but these methods either consider too single factors, only identify certain organs, or ignore external factors such as soil, light, etc. The impact on the growth of crops and other plants lacks the visual monitoring of the real growth environment of plants, which leads to low recognition accuracy of plant status

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Plant growth state identification method based on plant illumination image
  • Plant growth state identification method based on plant illumination image
  • Plant growth state identification method based on plant illumination image

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0031] In order to make the purpose, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are the embodiment of the present invention. Some, but not all, embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0032] As an embodiment of the embodiment of the present invention, this embodiment provides a plant growth state recognition method based on plant illumination images, refer to figure 2 , which is a flow chart of a plant growth state recognition method based on plant illumination images according to an embodiment of the present invention, including:

[0033] S1, bas...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention provides a plant growth state identification method based on a plant illumination image. The method comprises the following steps of through extracting the depth information of the collected long-time-period continuous change images of a plant and the illumination information of the plant, combining soil characteristics information, acquiring the plant coordinate of the plant and standardizing the plant coordinate data of the plant, and constructing the conditional random field model based on a plant organ cluster; using a training sample to train and acquiring the identificationmodel of plant organ change state training; and finally, according to the sample characteristic of a target plant to be identified, using the identification model to diagnose and detect a plant growth state change trend. In the invention, the identification degree of the image data and the environmental data of the plant, and environmental parameters of a soil type, a nutrient content and light intensity and chromaticity and the like are increased, and the growth state of each plant organ can be accurately determined.

Description

technical field [0001] The invention relates to the technical field of agricultural production, and more particularly, to a method for recognizing plant growth status based on plant illumination images. Background technique [0002] With the development of science and technology, agricultural production is rapidly changing the traditional farming mode, modern industrial technology has gradually penetrated into agricultural production, and agricultural technology is gradually developing in the direction of knowledge and informationization. Especially with the improvement of the level of industrialization, modern facility agriculture emerged as the times require, rapidly rising in the world, and gradually formed a capital- and technology-intensive high-tech industry, becoming one of the most dynamic industries in the world today. [0003] Modern greenhouses generally refer to greenhouses for factory plant production, and generally have a system for annual continuous plant prod...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06K9/00G06K9/32G06K9/62G06Q50/02
CPCG06Q50/02G06T7/0002G06T2207/30188G06T2207/10016G06T2207/20081G06V20/46G06V10/25G06F18/24137G06F18/22
Inventor 高万林张琛驰仲贞赵龙王敏娟
Owner CHINA AGRI UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Eureka Blog
Learn More
PatSnap group products