arXiv:2507.14437physics.opticseess.IV2025-07被引 1

用衍射透镜和传感器阵列实现每秒250亿像素的高速超大视场显微成像

Large-scale compressive microscopy via diffractive multiplexing across a sensor array

  • 用48个传感器阵列+衍射光学元件,将图像信息通过点扩散函数编码覆盖间隙区域
  • 实测达到3μm分辨率、5.2cm²视场、120帧/秒,总时空通量达25.2亿像素/秒
  • 无需校准,适用于蠕虫群体钙信号动态与暗场结构成像,适合高通量生物观测

显微镜在空间分辨率、视场和帧率之间存在固有权衡,受限于传感器的时空通量。为突破此限制,我们提出一种新型显微镜,采用传感器阵列与衍射光学元件(DOE)实现瞬时吉比特级成像。首先,48个传感器阵列使像素数提升48倍;其次,通过点扩散函数(PSF)工程与压缩感知算法,填补传感器间隙缺失信息,额外提升时空通量超过5.4倍。将阵列视为一个整体‘超传感器’,其间隙对应数据丢失区域。系统置于近4f成像光路输出端,设计傅里叶平面的DOE以生成分布式PSF,编码整个超传感器区域(含间隙)的信息。基于物体在某域稀疏的假设,计算重建大尺度图像。该无校准显微镜可在>5.2 cm²视场内实现~3 μm分辨率,最高达120 fps,总时空通量达25.2亿像素/秒。实验验证了其在暗场结构成像与数十只自由运动线虫钙动力学荧光成像中的多功能性。

原文摘要 · Abstract (English)

Microscopes face a trade-off between spatial resolution, field-of-view, and frame rate -- improving one of these properties typically requires sacrificing the others, due to the limited spatiotemporal throughput of the sensor. To overcome this, we propose a new microscope that achieves snapshot gigapixel-scale imaging with a sensor array and a diffractive optical element (DOE). We improve the spatiotemporal throughput in two ways. First, we capture data with an array of 48 sensors resulting in 48x more pixels than a single sensor. Second, we use point spread function (PSF) engineering and compressive sensing algorithms to fill in the missing information from the gaps surrounding the individual sensors in the array, further increasing the spatiotemporal throughput of the system by an additional >5.4x. The array of sensors is modeled as a single large-format "super-sensor," with erasures corresponding to the gaps between the individual sensors. The array is placed at the output of a (nearly) 4f imaging system, and we design a DOE for the Fourier plane that generates a distributed PSF that encodes information from the entire super-sensor area, including the gaps. We then computationally recover the large-scale image, assuming the object is sparse in some domain. Our calibration-free microscope can achieve ~3 μm resolution over >5.2 cm^2 FOVs at up to 120 fps, culminating in a total spatiotemporal throughput of 25.2 billion pixels per second. We demonstrate the versatility of our microscope in two different modes: structural imaging via darkfield contrast and functional fluorescence imaging of calcium dynamics across dozens of freely moving C. elegans simultaneously.

显微成像压缩感知衍射光学生物观测

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