效率高的压缩传感重建用于3D光显微镜使用光机械调制断层扫描 (OMMT) 与1+2D规范化
Optics express
|October 20, 2023
概括
光机械调制断层扫描 (OMMT) 使用压缩传感用于高分辨率显微镜. 一种新的1+2D总变量规范化方法加快了重建速度,减少了文物,提供了更好的速度和准确性.
科学领域:
- 显微镜的使用方法
- 计算成像技术的成像
- 图像重建 图像的重建
背景情况:
- 光机械调制断层扫描 (OMMT) 使用压缩传感重建了高分辨率显微镜体积.
- 目前的OMMT重建是计算密集的,对于大图像来说很慢,容易出现文物.
- 传统的光板显微镜需要详尽的截面采样,限制速度和分辨率.
研究的目的:
- 开发一种更快,更准确的OMMT重建方法.
- 为了减少OMMT中的计算成本和视觉工件.
- 为了使OMMT在大规模成像中的实际应用.
主要方法:
- 提出了一种使用1+2D总变量 (TV1+2) 正规化的新型重建方法.
- 实施了有效并行计算的方法.
- 使用模拟和实验数据评估准确性和可扩展性,与使用BM4D消毒器的PnP方法进行基准测试.
主要成果:
- 电视1+2规范化方法有效地减少了文物.
- 与基准方法相比,拟议的方法表现出更好的速度和准确性.
- 这种方法对于大尺寸显微镜图像是可扩展的.
结论:
- 新的TV1+2规范化方法为OMMT提供了有利的速度精度权衡.
- 这种方法克服了以前OMMT重建技术的计算限制和文物问题.
- 该方法在显微镜中促进了高效,高分辨率的体积重建.
相关概念视频
Super-resolution Fluorescence Microscopy
7.0K
Super-resolution fluorescence microscopy (SRFM) provides a better resolution than conventional fluorescence microscopy by reducing the point spread function (PSF). PSF is the light intensity distribution from a point that causes it to appear blurred. Due to PSF, each fluorescing point appears bigger than its actual size, and it is the PSF interference of nearby fluorophores that causes the blurred image. Various approaches to achieving higher resolution through SRFM have recently been...
7.0K
Electron Microscope Tomography and Single-particle Reconstruction
2.4K
Transmission electron microscopy (TEM) can be used to determine the 3D structure of biological samples with the help of techniques such as electron microscope tomography and single-particle reconstruction. While single-particle reconstruction can examine macromolecules and macromolecular complexes in vitro conditions only, tomography permits the study of cell components or small cells in vivo.
Electron Tomography
Electron tomography can be performed either in TEM or STEM (scanning transmission...
Electron Tomography
Electron tomography can be performed either in TEM or STEM (scanning transmission...
2.4K
Confocal Fluorescence Microscopy
13.3K
Confocal microscopy is an advanced microscopic technique. The prime advantage of the confocal microscope over other microscopy techniques is its ability to block the out-of-focus light from the illuminated samples using pinholes. It is widely used with fluorescence optics to obtain high-resolution, sharp contrast images. Unlike optical microscopes, confocal microscopes use a focused beam of light laser to scan the entire sample surface at different z-planes. These microscopes are, therefore,...
13.3K
Three-Dimensional Microscopy in Microbiology
48
Three-dimensional imaging techniques are essential in cell biology, allowing researchers to visualize intricate cellular structures with high resolution. Two prominent methods, Differential Interference Contrast Microscopy (DIC) and Confocal Scanning Laser Microscopy (CSLM), provide distinct advantages for imaging live and thick specimens, respectively.Differential Interference Contrast MicroscopyDIC microscopy enhances contrast in transparent, unstained samples by converting phase...
48
Imaging Biological Samples with Optical Microscopy
4.8K
Optical microscopy uses optic principles to provide detailed images of samples. Antonie van Leeuwenhoek designed the first compound optical microscope in the 17th century to visualize blood cells, bacteria, and yeast cells. In 1830, Joseph Jackson Lister created an essentially modern light microscope. The 20th century saw the development of microscopes with enhanced magnification and resolution.
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
4.8K


