Three-dimensional Reconstruction of Coal-rock Microscopic Image using Pattern Density Function and Genetic Algorithm

机译：基于模式密度函数和遗传算法的煤岩显微图像三维重构

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Three-dimensional (3D) reconstruction is of great significance to the research of spatial structure and physical properties of porous media. In this paper, we propose a kind of new 3D reconstruction algorithm of coal-rock microscopic image by combing pattern density function and genetic algorithm. One single 2D microscopic image is used as training image (TI) and pattern density function is used as constraint condition of genetic algorithm, and 3D structure of coal-rock is reconstructed by genetic algorithm. Our experimental results suggest that reconstructed results are similar with real structure at both physical and visual properties.

机译：三维（3D）重建对多孔介质的空间结构和物理性质的研究具有重要意义。本文结合模式密度函数和遗传算法，提出了一种新型的煤岩显微图像3D重建算法。将单个2D显微图像用作训练图像（TI），并将模式密度函数用作遗传算法的约束条件，并通过遗传算法重建煤岩的3D结构。我们的实验结果表明，无论是在物理还是视觉特性上，重建结果都与真实结构相似。

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来源
《IEEE Advanced Information Technology, Electronic and Automation Control Conference》|2018年|1411-1414|共4页
会议地点 Chongqing(CN)
作者
Shuangcen Li; Chaofeng Li; Yiwen Ju;
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School of Internet of Things Engineering Jiangnan University Wuxi China;

Institute of Logistics Science and Engineering Shanghai Maritime University Shanghai 200135;

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关键词
Image reconstruction; Genetic algorithms; Density functional theory; Three-dimensional displays; Training; Media; Two dimensional displays;

机译：影像重建;遗传算法；密度泛函理论;三维显示器；训练;媒体;二维显示;

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专利

1. Pattern density function for reconstruction of three-dimensional porous media from a single two-dimensional image [J] . Gao Mingliang, Teng Qizhi, He Xiaohai, Physical review, E . 2016,第1aPta1期

机译：用于从单个二维图像重建三维多孔介质的图案密度函数
2. Applying Space-Variant Point Spread Function to Three-Dimensional Reconstruction of Fluorescence Microscopic Images [J] . Yu Wang, Xiaomeng Chen, Huan Jiang, Automatic Control and Computer Sciences . 2019,第2期

机译：应用空间变量点扩散功能对荧光显微图像的三维重建
3. Three-dimensional Reconstruction of Microscopic Image Based on Multi-ST Algorithm [J] . Zhu Min, Zhang Rongfu, Ma Pei, Journal of Imaging Science and Technology . 2020,第2期

机译：基于多ST算法的微观图像三维重建
4. Three-dimensional Reconstruction of Coal-rock Microscopic Image using Pattern Density Function and Genetic Algorithm [C] . Shuangcen Li, Chaofeng Li, Yiwen Ju Advanced Information Technology, Electronic and Automation Control Conference . 2018

机译：使用图案密度函数和遗传算法的三维重建煤岩微观图像
5. Three-Dimensional Photoacoustic Computed Tomography: Imaging Models and Reconstruction Algorithms. [D] . Wang, Kun. 2012

机译：三维光声计算机断层扫描：成像模型和重建算法。
6. Three-Dimensional Reconstructions of Optically Imaged Single Heart Cell Striation Patterns [O] . Kenneth P. Roos 1986

机译：光学成像的单心脏细胞条纹图案的三维重建
7. Fluorescence Microscopic Image Three-dimensional Reconstruction Based on Space-variant Point Spread Function [O] . Yu WANG, Na ZHANG, Huan JIANG 2017

机译：基于空间变形点传播功能的荧光显微图像三维重建
8. Application of Genetic Algorithms to Function Decomposition in Pattern Theory [R] . Noviskey, M. J., Ross, T. D., Gadd, D. A., 1994

机译：遗传算法在模式理论中的功能分解

Three-dimensional Reconstruction of Coal-rock Microscopic Image using Pattern Density Function and Genetic Algorithm

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