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A vascular bundle detection method and device

A detection method and vascular bundle technology, which are applied in image data processing, instrument, character and pattern recognition, etc., can solve the problems of huge counting workload and difficult to calculate clearly by manual counting, and achieve the effect of comprehensive analysis and saving processing process.

Active Publication Date: 2019-05-31
INT CENT FOR BAMBOO & RATTAN +1
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  • Abstract
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Problems solved by technology

The counting workload is very huge. Taking moso bamboo as an example, there are more than 7,000 vascular bundles in a bamboo ring, and it is difficult to count clearly by manual counting.

Method used

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  • A vascular bundle detection method and device
  • A vascular bundle detection method and device
  • A vascular bundle detection method and device

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Embodiment Construction

[0017] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, 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 creative efforts fall within the protection scope of the present invention.

[0018] In order to overcome the above-mentioned problems in the prior art, an embodiment of the present invention provides a method for detecting vascular bundles. The inventive concept is: to detect and count plant vascular bundles through machine learning algorithms and image processing techniques, and to solve the problem of manual detection of ...

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Abstract

The embodiment of the invention provides a vascular bundle detection method and device, and the method comprises the steps: obtaining a high-definition scanning image of a plant cross section, carrying out the detection of vascular bundles in the high-definition scanning image through a pre-trained YOLOv3 model, obtaining the coordinate information of each vascular bundle, and carrying out the statistics of the number of the vascular bundles; Wherein the YOLOv3 model is formed by training according to the high-definition scanned image of the sample and the mark of each vascular bundle in the high-definition scanned image of the sample. The embodiment of the invention not only greatly saves the processing flow of materials, but also realizes the comprehensive analysis of the whole structureof the plant stalks.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of plant detection, and more specifically, to a method and device for detecting vascular bundles. Background technique [0002] The quantity and tissue ratio of vascular bundles in the stems of vascular plants such as bamboo, rattan, and palm are crucial to the study of the tissue structure and mechanical properties of vascular plant stems, but there are no related patents, papers or methods to automatically Counting and tissue ratio calculations. [0003] When counting vascular bundles, previous studies relied on manual counting. The counting workload is very huge. Taking moso bamboo as an example, there are more than 7,000 vascular bundles in a bamboo ring, and it is difficult to count clearly by manual counting. Contents of the invention [0004] Embodiments of the present invention provide a method and device for detecting vascular bundles that overcome the above problems or...

Claims

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Application Information

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IPC IPC(8): G06T7/00G06T7/73G06K9/62
Inventor 王汉坤余雁易武坤黎静石俊利
Owner INT CENT FOR BAMBOO & RATTAN
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