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

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