无线电断层扫描成像方法的自动评估算法
Krzysztof Strzecha1, Grzegorz Rybak1
1Institute of Applied Computer Science, Lodz University of Technology, ul. Stefanowskiego 18, 90-537 Lodz, Poland.
Sensors (Basel, Switzerland)
|April 28, 2025
概括
无线电断层成像 (RTI) 为监控建筑物中人员的X射线提供了一个安全的,无辐射的替代方案. 本研究介绍了一个基于微服务的灵活平台,用于评估RTI算法,增强其开发和应用.
科学领域:
- 医疗成像医学成像
- 信号处理 信号处理
- 计算机科学 计算机科学
背景情况:
- 射电断层成像 (RTI) 是一种非电离成像技术.
- RTI可以确定封闭空间内的个人的数量和位置.
- 潜在的应用包括安全,应急响应和占用监控.
研究的目的:
- 为射电断层成像 (RTI) 图像重建算法开发一个灵活的评估平台.
- 引入RTI的自动化评估过程.
- 利用基于微服务的分布式架构来增强模块化和灵活性.
主要方法:
- 为RTI评估平台开发基于微服务的分布式架构.
- 实现一个用于评估RTI图像重建算法的自动化过程.
- 专注于系统的细分化和模块化,以确保未来发展的灵活性.
主要成果:
- 为RTI评估平台开发了一种新的,灵活的架构.
- 已经建立了对RTI算法的自动评估过程.
- 微服务方法在适应性和可扩展性方面提供了显著的优势.
结论:
- 开发的平台为推进RTI图像重建算法提供了灵活和模块化的基础.
- 自动化评估过程简化了RTI系统的开发和测试.
- 这种方法有助于在未来的射电断层扫描成像应用的研究和开发.
关键词:
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