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Coal rock identification method and device and storage medium

A coal and rock identification and identification technology, applied in character and pattern recognition, image data processing, instruments, etc., can solve problems such as uneven illumination, low light source illumination, complex underground environment, etc., to improve robustness and accuracy Effect

Pending Publication Date: 2022-01-18
CHINA COAL RES INST
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  • Claims
  • Application Information

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Problems solved by technology

With the development of technology, image processing is also proposed to solve the problem of coal-rock boundary recognition. However, due to the complex underground environment, high concentration of dust and water mist, low light source illumination and uneven illumination, general image processing is used. Identification algorithm will affect the accuracy of coal rock identification

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  • Coal rock identification method and device and storage medium
  • Coal rock identification method and device and storage medium
  • Coal rock identification method and device and storage medium

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Embodiment Construction

[0019] Embodiments of the present disclosure are described in detail below, examples of which are illustrated in the drawings, in which the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present disclosure and should not be construed as limiting the present disclosure. On the contrary, the embodiments of the present disclosure include all changes, modifications and equivalents coming within the spirit and scope of the appended claims.

[0020] In view of the complex underground environment of coal mines mentioned in the background technology, the high concentration of dust and water mist, the low illumination of light sources and uneven illumination, and the technical problems that the use of general image recognition algorithms will affect the accuracy of coal rock recognition, the technical solut...

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Abstract

The invention provides a coal rock recognition method and device and a storage medium, and the method comprises the steps: obtaining a to-be-recognized image of a coal mining surface, determining a target working condition to which the coal mining surface belongs according to the to-be-recognized image, recognizing the to-be-recognized image through employing a target recognition algorithm corresponding to the target working condition,judging whether the coal mining surface has a rock region or not, and adaptively selecting the target algorithm d according to the actual working condition of the coal face to carry out coal rock recognition, so that the robustness and accuracy of coal rock recognition are improved.

Description

technical field [0001] The present disclosure relates to the technical field of image detection, and in particular to a method, device and storage medium for identifying coal and rocks. Background technique [0002] During coal mining, it is necessary to identify coal seams and rock formations. In the actual production process, the operator generally relies on the visual and auditory methods to identify the coal rock area. With the development of technology, image processing is also proposed to solve the problem of coal-rock boundary recognition. However, due to the complex underground environment, high concentration of dust and water mist, low light source illumination and uneven illumination, general image processing is used. The identification algorithm will affect the accuracy of coal rock identification. Contents of the invention [0003] This application proposes a coal rock identification method, device and storage medium, aiming to solve one of the technical prob...

Claims

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Application Information

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IPC IPC(8): G06T7/00G06V10/141G06V10/764G06V10/762G06K9/62
CPCG06T7/0008G06F18/23G06F18/2411G06F18/24
Inventor 李佳城王洪磊杨晓辉吴太晖孟繁悦张俊升李如瑄赵辉斌
Owner CHINA COAL RES INST
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