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A wearable plant phenotype perception system

A perception system and wearable technology, applied in the field of plant phenotype perception technology, can solve the problems of immature plant phenotype perception technology and limited application, and achieve the effects of promotion, high practical value, and high calculation accuracy

Active Publication Date: 2019-01-08
TONGJI UNIV
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  • Abstract
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AI Technical Summary

Problems solved by technology

[0006] The plant phenotype perception technology based on machine vision is still immature. It has high requirements for professional hardware equipment, and most of them only measure a certain attribute. These shortcomings limit its application in actual scenarios.

Method used

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  • A wearable plant phenotype perception system
  • A wearable plant phenotype perception system
  • A wearable plant phenotype perception system

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Embodiment Construction

[0072] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments. This embodiment is carried out on the premise of the technical solution of the present invention, and detailed implementation and specific operation process are given, but the protection scope of the present invention is not limited to the following embodiments.

[0073] A wearable plant phenotype sensing system such as figure 1 and figure 2 As shown, it includes a computer, and also includes a wearable device, the wearable device includes an image acquisition device for collecting plant images and a data transmission device for transmitting the plant images to the computer, preferably, the wearable device is smart glasses, and the computer includes processing processor and memory, and programs stored on the memory and executed by the processor, such as image 3 and Figure 4 As shown, the processor implements the following steps when execu...

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Abstract

The invention relates to a wearable plant phenotype sensing system, including a computer and also a wearable device. The wearable device includes an image acquisition device for acquiring an image ofa plant and a data transmission device for transmitting the image of the plant to the computer. The computer includes a processor, a memory, and a program stored on the memory and executed by the processor, which, when executing the program, enables plant phenotypic information to be obtained from a plant image. Compared with the prior art, the invention combines the wearable equipment and the machine vision technology, and designs and realizes a wearable phenotypic sensing solution aiming at the plants under the actual natural scene. The system is portable, robust, reliable, and high in computational accuracy, which is conducive to popularization.

Description

technical field [0001] The invention relates to a plant phenotype perception technology, in particular to a wearable plant phenotype perception system. Background technique [0002] Plant phenotype is the description of individual plant traits. Through these phenotypic parameter information, we can understand its growth status, provide decision-making reference for crop cultivation, and then improve crop yield and economic benefits of the agricultural industry. [0003] The research on plant phenotype perception first started in the 1960s, and rose with the application of computer vision in the field of agriculture. Until now, it has become a hot spot in the field of computer vision and pattern recognition. Plant phenotype visual detection and analysis methods can be roughly divided into two categories: one is the traditional method based on image processing and physical characteristic recognition; the other is the deep learning method based on convolutional neural network. ...

Claims

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Application Information

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IPC IPC(8): G06T7/11G06T5/00G06K9/62G06N3/04
CPCG06T7/11G06T2207/20084G06T2207/20081G06T2207/30188G06N3/045G06F18/23213G06T5/80
Inventor 石繁槐陈志良
Owner TONGJI UNIV
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