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Rock slice identification method, device and equipment, and storage medium

A recognition method and rock technology, applied in the direction of neural learning methods, character and pattern recognition, instruments, etc., can solve the problems of no comprehensive research on sub-category rocks, no ore identification, etc., achieve good classification effect, sufficient training samples, and feasibility high effect

Pending Publication Date: 2021-02-19
CHINA UNIV OF GEOSCIENCES (WUHAN)
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Problems solved by technology

[0005] The main purpose of the present invention is to provide a method, device, equipment and storage medium for rock thin section identification, aiming to solve the problem that in the prior art, the subcategories of rocks under the various categories of rocks are not studied together, and the various types of rocks that are not combined and extracted are not combined. Attributes to the technical problem of identifying the specific name of the ore

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  • Rock slice identification method, device and equipment, and storage medium
  • Rock slice identification method, device and equipment, and storage medium
  • Rock slice identification method, device and equipment, and storage medium

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Embodiment Construction

[0034] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0035] refer to figure 1 , figure 1 It is a schematic diagram of the structure of the rock slice identification equipment involved in the hardware operating environment of the solution of the embodiment of the present invention.

[0036] Such as figure 1 As shown, the rock thin section identification device may include: a processor 1001 , such as a central processing unit (Central Processing Unit, CPU), a communication bus 1002 , a user interface 1003 , a network interface 1004 , and a memory 1005 . Wherein, the communication bus 1002 is used to realize connection and communication between these components. The user interface 1003 may include a display screen (Display). The optional user interface 1003 may also include a standard wired interface and a wireless interface. The wired interface of the user interface 10...

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Abstract

The invention relates to rock slice image recognition, and discloses a rock slice recognition method, device and equipment and a storage medium. The method comprises steps of inputting original rock slice image data into a trained spatial transformation scale stretching network, and obtaining the attribute classification features of a rock; an effective method being provided for attribute determination and identification name identification of rock slice images of unknown categories; and obtaining an identification name corresponding to the original rock slice image data through the attributeclassification characteristics of the rock, thereby providing a method with high feasibility for actual rock slice image classification and identification.

Description

technical field [0001] The invention relates to the field of rock thin section image recognition, in particular to a method, device, equipment and storage medium for rock thin section recognition. Background technique [0002] Lithology identification and classification is the core work content in regional geological survey and mineral resource exploration. For chemical geologists, rock mineral analysis is not only a very important work content, but also a basic work in the whole mineral analysis task. Rocks contain useful minerals and have mining value called ores, so most of the research on rock lithology in the past is the study of ore lithology. The lithology analysis of ores is an important content of geological work and has guidance for mineral mining. sexual meaning. During field geological surveys, geologists will identify the lithology of rocks based on their color, structure, mineral composition, etc. This requires experienced geologists to complete this work. W...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06K9/46G06N3/04G06N3/08
CPCG06N3/08G06V10/40G06N3/045G06F18/241G06F18/214
Inventor 关庆锋童顺朱祺琪祁昆仑姚尧
Owner CHINA UNIV OF GEOSCIENCES (WUHAN)
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