Rock slice microscopic image automatic labeling method

A microscopic image and automatic labeling technology, applied in the field of image processing, to achieve the effect of improving work efficiency, high accuracy, and saving labeling time

Active Publication Date: 2021-05-11
SOUTHWEST PETROLEUM UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Aiming at the above-mentioned deficiencies in the prior art, the method for automatically labeling microscopic images of rock thin sections provided by the present invention solves the existing problems in the above-mentioned background technology

Method used

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  • Rock slice microscopic image automatic labeling method
  • Rock slice microscopic image automatic labeling method
  • Rock slice microscopic image automatic labeling method

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Embodiment Construction

[0043] The specific embodiments of the present invention are described below so that those skilled in the art can understand the present invention, but it should be clear that the present invention is not limited to the scope of the specific embodiments. For those of ordinary skill in the art, as long as various changes Within the spirit and scope of the present invention defined and determined by the appended claims, these changes are obvious, and all inventions and creations using the concept of the present invention are included in the protection list.

[0044] Such as figure 1 As shown, an automatic labeling method for microscopic images of rock thin sections includes the following steps:

[0045] S1. Obtain the orthogonal polarized light image and the single polarized light image of the rock thin section;

[0046] S2. Perform image fusion processing on the orthogonal polarized image and the single polarized image to obtain a new fused image;

[0047] S3. Perform superpi...

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Abstract

The invention discloses a rock slice microscopic image automatic labeling method, which is used for improving a manual point tracing and frame drawing link of an image, realizing automatic labeling of a complex rock slice image, classified labeling of different particle types in the same graph, and point tracing and frame drawing of each particle, and endowing a label name corresponding to the particle. According to the method, automatic point tracing and frame drawing of the rock slice image are realized, the labeling time of experts is greatly saved, the experts can be effectively assisted to carry out batch complex rock slice image labeling work, the accuracy is relatively high, and the working efficiency is greatly improved.

Description

technical field [0001] The invention belongs to the technical field of image processing, and in particular relates to an automatic labeling method for microscopic images of rock thin sections. Background technique [0002] The microscopic image of the rock thin section is an image obtained by grinding a rock sample into a thin slice with a thickness of 0.03 mm, placing it on the stage of a polarizing microscope, and taking it by a thin-section appraisal worker with a high-definition camera. In the field of geology, rock thin section identification is to classify and name minerals by observing and analyzing the composition and content of minerals in rock thin section images. However, usually there are many mineral particles in a rock thin-section image, the contrast between different particles is low, and the internal microstructure of the same particle is complex, which makes the identification of sandstone images more difficult and requires high requirements for identificat...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06T5/00G06T5/50G06T7/12G06T7/13G06T7/187
CPCG06T5/50G06T5/002G06T7/13G06T7/12G06T7/187G06T2207/20221G06T2207/10056G06T2207/20081G06T2207/20084G06F18/241
Inventor 陈雁易雨苗波金光婷黄玉楠安玉钏廖梦羽王柯代永芳李祉呈常国飚阳旭菻李平钟学燕
Owner SOUTHWEST PETROLEUM UNIV
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