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相关概念视频

Imaging Biological Samples with Optical Microscopy01:18

Imaging Biological Samples with Optical Microscopy

8.8K
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...
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Confocal Fluorescence Microscopy01:16

Confocal Fluorescence Microscopy

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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,...
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相关实验视频

Updated: Jan 15, 2026

Lensfree On-chip Tomographic Microscopy Employing Multi-angle Illumination and Pixel Super-resolution
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Lensfree On-chip Tomographic Microscopy Employing Multi-angle Illumination and Pixel Super-resolution

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LensPlus:一个高空间带宽的光学成像技术.

Neha Goswami1,2, Mark A Anastasio1,3

  • 1Department of Bioengineering, University of Illinois Urbana-Champaign, Illinois, 61801, USA.

Biomedical optics express
|January 14, 2026
PubMed
概括

深度学习框架LensPlus通过恢复丢失的高频细节来增强定量相成像 (QPI) 中的空间带宽产品 (SBP). 这使得同时进行高分辨率和大视野成像,而无需进行硬件更改.

科学领域:

  • 光学成像技术的使用.
  • 计算机成像成像技术
  • 深度学习应用程序深度学习应用程序

背景情况:

  • 空间带宽产品 (SBP) 限制了同时高分辨率和大视野成像.
  • 高NA目标提供解决方案但覆盖范围有限;低NA目标提供覆盖范围但解决方案有限.

研究的目的:

  • 介绍LensPlus,这是一个深度学习框架,用于增强定量相成像 (QPI) 中的SBP.
  • 在没有硬件修改的情况下实现高分辨率和大视野成像.

主要方法:

  • 开发了一个深度学习框架 (LensPlus),在配对的低NA和高NA QPI数据集上进行训练.
  • LensPlus从低NA图像中恢复高频特征,以模拟高NA性能.
  • 采用非生成模型以确保定量忠实性并最大限度地减少图像幻觉.

主要成果:

  • LensPlus将10x/0.3 NA图像转换为与40x/0.95 NA.相似的质量.
  • 实现了大约3.5倍的2D-SBP改进.
  • 通过光谱分析证明了定量忠实性.

结论:

  • 通过弥合分辨率差距,同时保持视野,LensPlus有效地增加了SBP.

更多相关视频

Lensless On-chip Imaging of Cells Provides a New Tool for High-throughput Cell-Biology and Medical Diagnostics
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Lensless On-chip Imaging of Cells Provides a New Tool for High-throughput Cell-Biology and Medical Diagnostics

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Demonstration of a Hyperlens-integrated Microscope and Super-resolution Imaging
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Demonstration of a Hyperlens-integrated Microscope and Super-resolution Imaging

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相关实验视频

Last Updated: Jan 15, 2026

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Lensfree On-chip Tomographic Microscopy Employing Multi-angle Illumination and Pixel Super-resolution

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Lensless On-chip Imaging of Cells Provides a New Tool for High-throughput Cell-Biology and Medical Diagnostics
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Demonstration of a Hyperlens-integrated Microscope and Super-resolution Imaging
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Demonstration of a Hyperlens-integrated Microscope and Super-resolution Imaging

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  • 该框架广泛适用于各种基于镜头的成像模式.
  • 能够为苛刻的应用提供实用的广场,高分辨率成像.