超分辨率结构化照明显微镜重建算法:一个审查
Xin Chen1,2, Suyi Zhong1,2, Yiwei Hou1,2
1Department of Biomedical Engineering, College of Future Technology, Peking University, Beijing, 100871, China.
Light, science & applications
|July 11, 2023
概括
结构化照明显微镜 (SIM) 提供了先进的成像功能. 本综述详细介绍了光学分割SIM (OS-SIM) 和超分辨率SIM (SR-SIM) 算法,帮助用户选择最佳的SIM系统.
科学领域:
- 生物物理学的生物物理.
- 光学显微镜的使用方法
- 细胞生物学 细胞生物学
背景情况:
- 结构化照明显微镜 (SIM) 是广场显微镜的领先技术.
- 它提供了高成像速度,超级分辨率,大视野和长期成像能力.
- 在SIM硬件和软件方面的进步使得各种生物应用成为可能.
研究的目的:
- 介绍光学分割SIM (OS-SIM) 和超分辨率SIM (SR-SIM) 的基本理论.
- 审查OS-SIM和SR-SIM重建算法的发展,包括2D-SIM,3D-SIM和盲目SIM.
- 为了比较商业SIM系统,并提供关于未来SIM发展的观点.
主要方法:
- 对OS-SIM和SR-SIM算法的理论介绍.
- 对OS-SIM和SR-SIM实施方式的总结.
- 审查现有的OS-SIM处理和SR-SIM重建算法.
- 在代表性的现成SIM系统中比较功能.
主要成果:
- 详细解释了OS-SIM和SR-SIM原则.
- 对算法开发的概述,重点是2D-SIM,3D-SIM和盲目SIM.
- 对当前商业SIM系统的比较分析.
结论:
- 先进的重建算法对于最大限度地发挥SIM系统潜力至关重要.
- 本综述提供了SIM算法和系统的全面概述.
- 它是研究人员为特定应用选择SIM技术的指南,并预测未来的进展.
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