Modeling Technique for Optimizing Simulation Objective Function Based on Key Parameters of the X-ray Imaging System

被引：0

作者：

Gao, Zhiyu ^{[1
]}

Lan, Haibin ^{[1
]}

Zhang, Changsheng ^{[1
]}

Huang, Yao ^{[2
]}

Fu, Jian ^{[1
]}

机构：

[1] Beihang Univ, Sch Mech Engn & Automat, Beijing, Peoples R China

[2] Shanghai Spaceflight Precis Machinery Inst, Shanghai, Peoples R China

来源：

PROCEEDINGS OF THE 2024 THE 7TH INTERNATIONAL CONFERENCE ON MACHINE VISION AND APPLICATIONS, ICMVA 2024 | 2024年

基金：

中国国家自然科学基金;

关键词：

X-ray imaging; computer simulation; image quality; mathematical modeling;

D O I：

10.1145/3653946.3653967

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper introduces a simulation process for X-ray imaging systems, emphasizing the optimization of the objective function through critical parameter analysis. The study explores mathematical modeling and computer simulations to bridge the gap between simulated X-ray images and their real-world counterparts, discusses the impact of the properties of X-ray sources, detectors, and imaged objects, as well as their interplay, on the fidelity of X-ray simulation images, aiming to provide valuable insights for advancing X-ray technology applications in both the medical and industrial sectors.

引用

页码：139 / 144

页数：6

共 15 条

[1]

Berger M., 2013, NIST Standard Reference Database 8 (XGAM), DOI DOI 10.18434/T48G6X

[2] Fast and robust ray casting algorithms for virtual X-ray imaging [J].

Freud, N. ;

Duvauchelle, P. ;

Letang, J. M. ;

Babot, D. .

NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION B-BEAM INTERACTIONS WITH MATERIALS AND ATOMS, 2006, 248 (01) :175-180

[3]

Gao Zhiyu, 2023, 2023 15th International Conference on Computer and Automation Engineering (ICCAE), P255, DOI 10.1109/ICCAE56788.2023.10111203

[4] A model of tungsten anode x-ray spectra [J].

Hernandez, G. ;

Fernandez, F. .

MEDICAL PHYSICS, 2016, 43 (08) :4655-4664

[5] High-resolution non-destructive three-dimensional imaging of integrated circuits [J].

Holler, Mirko ;

Guizar-Sicairos, Manuel ;

Tsai, Esther H. R. ;

Dinapoli, Roberto ;

Muller, Elisabeth ;

Bunk, Oliver ;

Raabe, Jorg ;

Aeppli, Gabriel .

NATURE, 2017, 543 (7645) :402-+

[6] A semiempirical linear model of indirect, flat-panel x-ray detectors [J].

Huang, Shih-Ying ;

Yang, Kai ;

Abbey, Craig K. ;

Boone, John M. .

MEDICAL PHYSICS, 2012, 39 (04) :2108-2118

[7] Harness the Power of Upconversion Nanoparticles for Spectral Computed Tomography Diagnosis of Osteosarcoma [J].

Jin, Yingying ;

Ni, Dalong ;

Gao, Lu ;

Meng, Xianfu ;

Lv, Yi ;

Han, Fang ;

Zhang, Hua ;

Liu, Yanyan ;

Yao, Zhenwei ;

Feng, Xiaoyuan ;

Bu, Wenbo ;

Zhang, Jiawen .

ADVANCED FUNCTIONAL MATERIALS, 2018, 28 (33)

[8]

Kipele Daniel, 2023, Journal of Image and Graphics

[9] Exposure to Ionizing Radiation and Estimate of Secondary Cancers in the Era of High-Speed CT Scanning: Projections From the Medicare Population [J].

Meer, Aabed B. ;

Basu, Pat A. ;

Baker, Laurence C. ;

Atlas, Scott W. .

JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY, 2012, 9 (04) :245-250

[10] Simulation of a complete X-ray digital radiographic system for industrial applications [J].

Nazemi, E. ;

Rokrok, B. ;

Movafeghi, A. ;

Dastjerdi, M. H. Choopan .

APPLIED RADIATION AND ISOTOPES, 2018, 139 :294-303

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