Clay scanning electron micrograph segmentation method based on porosity

A scanning electron microscope and image segmentation technology, which is applied in image analysis, image data processing, scanning probe technology, etc., can solve the problem that the determination of the threshold cannot be free from the influence of subjective factors, and can eliminate the interference and accuracy of human subjective factors. High and accurate research effect

Inactive Publication Date: 2012-12-26
TIANJIN URBAN CONSTR COLLEGE
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Problems solved by technology

[0007] The main problem at present is: in the process of evaluating the microstructure of rock and soil SEM photos, the determination of the threshold cannot get rid of the influence of subjective factors. All results and conclusions obtained are subjective and not objective

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  • Clay scanning electron micrograph segmentation method based on porosity
  • Clay scanning electron micrograph segmentation method based on porosity
  • Clay scanning electron micrograph segmentation method based on porosity

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Embodiment Construction

[0022] The realization process of a porosity-based clay SEM photo image segmentation method of the present invention will be described with reference to the accompanying drawings.

[0023] The action mechanism of the present invention is: the dry density of soil is a measure of the distribution proportion of its particles and pores, and represents the proportion of soil particles occupying the entire analysis domain space in the soil. The scanning electron microscope photos of soil come from the real particle and pore distribution state. After the image is segmented, the scanning electron microscope photos are discretized into two parts: particle body and pore body in the whole analysis domain. The ratio of the area of ​​the pore body to the area of ​​the entire analysis domain is defined as the ratio of the area of ​​the pore body, which indicates the degree of density of the particles on the scanning plane. Therefore, theoretically speaking, the pore area ratio should be abl...

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Abstract

The invention provides a clay scanning electron micrograph segmentation method based on porosity. The clay scanning electron micrograph segmentation method comprises the following steps: adopting a conventional experimental method in soil mechanics to measure dry density of a clay sample and figuring out two thirds power of the dry density; preparing a microstructural sample of the clay sample in a laboratory; adopting a ZD-A3 freeze-dryer to freeze-drying the prepared sample, vacuumizing the sample, scanning the electron microscope when vacuum degree reaches 10-6Pa, observing a microstructure of the sample to obtain a scanning photograph; adopting image analysis software to extract binaryzation data corresponding to two thresholds; comparing parameter features of granule and porosity extracted under the two thresholds and figuring out area ratio of pore bodies; and stopping approaching when the area ratio equals to the two thirds power of the dry density and considering the threshold as picture segmentation threshold corresponding to the dry density. The beneficial effects of the clay scanning electron micrograph segmentation method provided by the invention are as follows: scientific change from three-dimensional parameters to two-dimensional parameters is realized, interference by man-made subjective factors is eliminated, and study for the microstructure of a soil body is more accurate.

Description

technical field [0001] The invention belongs to the field of rock and soil microstructure research in the discipline of civil engineering, and in particular relates to a method for determining clay microstructure parameters based on a scanning electron microscope. technical background [0002] The particles and particle aggregates and pores and pores of rock and soil are called the microstructure of rock and soil, and the overall size, shape, orientation, arrangement, and mutual contact and connection relationship are called the microstructure or microstructure of rock and soil Structure, which is the most basic element of soil. The relationship between the engineering properties of a material and the state it is in and its microstructure is corresponding. For geotechnical materials, microstructural parameters not only reflect their formation process, physical properties and mechanical properties, but also reflect their current state. The microstructure of clay is not only...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G01Q30/04G01Q30/20G06T7/00
Inventor 李顺群冯望高凌霞王珂柴寿喜
Owner TIANJIN URBAN CONSTR COLLEGE
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