基于计算层析成像的火焰三维重建算法研究

Xiang Li; Qingchun Lei; Wenjiang Xu; Wei Fan

doi:10.11715/rskxjs.R202309012

基于计算层析成像的火焰三维重建算法研究

Translated title of the contribution: Flame 3D Reconstruction Algorithm Based on Computed Tomography

Xiang Li
, Qingchun Lei
, Wenjiang Xu
, Wei Fan

School of Power and Energy

Northwestern Polytechnical University Xian
Xiamen University

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Abstract

Aiming at the 3D reconstruction of flames based on computed tomography,this work proposes a new algorithm:the multiplicative algebraic reconstruction technique with non-local means(MART-NLM)filtering algorithm. By comparing it with existing algorithms,it is found that MART-NLM has better reconstruction accuracy,can effectively suppress noise and artifacts,and improve the reconstruction quality of flame front. Even with a 5° angle error and 5% Gaussian noise,the flame contour can still be reconstructed with good robustness.

Translated title of the contribution	Flame 3D Reconstruction Algorithm Based on Computed Tomography
Original language	Chinese (Traditional)
Pages (from-to)	660-666
Number of pages	7
Journal	Ranshao Kexue Yu Jishu/Journal of Combustion Science and Technology
Volume	29
Issue number	6
DOIs	https://doi.org/10.11715/rskxjs.R202309012
State	Published - 2023

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title = "基于计算层析成像的火焰三维重建算法研究",

abstract = "Aiming at the 3D reconstruction of flames based on computed tomography,this work proposes a new algorithm:the multiplicative algebraic reconstruction technique with non-local means(MART-NLM)filtering algorithm. By comparing it with existing algorithms,it is found that MART-NLM has better reconstruction accuracy,can effectively suppress noise and artifacts,and improve the reconstruction quality of flame front. Even with a 5° angle error and 5\% Gaussian noise,the flame contour can still be reconstructed with good robustness.",

keywords = "computed tomography, flame 3D reconstruction, multiplicative algebraic reconstruction",

author = "Xiang Li and Qingchun Lei and Wenjiang Xu and Wei Fan",

year = "2023",

doi = "10.11715/rskxjs.R202309012",

language = "繁体中文",

volume = "29",

pages = "660--666",

journal = "Ranshao Kexue Yu Jishu/Journal of Combustion Science and Technology",

issn = "1006-8740",

publisher = "Tianjin University",

number = "6",

}

TY - JOUR

T1 - 基于计算层析成像的火焰三维重建算法研究

AU - Li, Xiang

AU - Lei, Qingchun

AU - Xu, Wenjiang

AU - Fan, Wei

PY - 2023

Y1 - 2023

N2 - Aiming at the 3D reconstruction of flames based on computed tomography,this work proposes a new algorithm:the multiplicative algebraic reconstruction technique with non-local means(MART-NLM)filtering algorithm. By comparing it with existing algorithms,it is found that MART-NLM has better reconstruction accuracy,can effectively suppress noise and artifacts,and improve the reconstruction quality of flame front. Even with a 5° angle error and 5% Gaussian noise,the flame contour can still be reconstructed with good robustness.

AB - Aiming at the 3D reconstruction of flames based on computed tomography,this work proposes a new algorithm:the multiplicative algebraic reconstruction technique with non-local means(MART-NLM)filtering algorithm. By comparing it with existing algorithms,it is found that MART-NLM has better reconstruction accuracy,can effectively suppress noise and artifacts,and improve the reconstruction quality of flame front. Even with a 5° angle error and 5% Gaussian noise,the flame contour can still be reconstructed with good robustness.

KW - computed tomography

KW - flame 3D reconstruction

KW - multiplicative algebraic reconstruction

UR - https://www.scopus.com/pages/publications/85180970785

U2 - 10.11715/rskxjs.R202309012

DO - 10.11715/rskxjs.R202309012

M3 - 文章

AN - SCOPUS:85180970785

SN - 1006-8740

VL - 29

SP - 660

EP - 666

JO - Ranshao Kexue Yu Jishu/Journal of Combustion Science and Technology

JF - Ranshao Kexue Yu Jishu/Journal of Combustion Science and Technology

IS - 6

ER -

基于计算层析成像的火焰三维重建算法研究

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