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用于三维超分辨率显微镜的相位掩膜设计通用方法。

Generalized method to design phase masks for 3D super-resolution microscopy.

作者信息

Wang Wenxiao, Ye Fan, Shen Hao, Moringo Nicholas A, Dutta Chayan, Robinson Jacob T, Landes Christy F

出版信息

Opt Express. 2019 Feb 4;27(3):3799-3816. doi: 10.1364/OE.27.003799.

DOI:10.1364/OE.27.003799
PMID:30732394
Abstract

Point spread function (PSF) engineering by phase modulation is a novel approach to three-dimensional (3D) super-resolution microscopy, with different point spread functions being proposed for specific applications. It is often not easy to achieve the desired shape of engineered point spread functions because it is challenging to determine the correct phase mask. Additionally, a phase mask can either encode 3D space information or additional time information, but not both simultaneously. A robust algorithm for recovering a phase mask to generate arbitrary point spread functions is needed. In this work, a generalized phase mask design method is introduced by performing an optimization. A stochastic gradient descent algorithm and a Gauss-Newton algorithm are developed and compared for their ability to recover the phase masks for previously reported point spread functions. The new Gauss-Newton algorithm converges to a minimum at much higher speeds. This algorithm is used to design a novel stretching-lobe phase mask to encode temporal and 3D spatial information simultaneously. The stretching-lobe phase mask and other masks are fabricated in-house for proof-of-concept using multi-level light lithography and an optimized commercially sourced stretching-lobe phase mask (PM) is validated experimentally to encode 3D spatial and temporal information. The algorithms' generalizability is further demonstrated by generating a phase mask that comprises four different letters at different depths.

摘要

通过相位调制实现点扩散函数(PSF)工程是一种用于三维(3D)超分辨率显微镜的新方法,针对特定应用提出了不同的点扩散函数。由于确定正确的相位掩模具有挑战性,因此通常不容易实现工程化点扩散函数的所需形状。此外,相位掩模可以编码3D空间信息或额外的时间信息,但不能同时编码两者。需要一种用于恢复相位掩模以生成任意点扩散函数的鲁棒算法。在这项工作中,通过执行优化引入了一种广义相位掩模设计方法。开发并比较了随机梯度下降算法和高斯 - 牛顿算法恢复先前报道的点扩散函数的相位掩模的能力。新的高斯 - 牛顿算法以更高的速度收敛到最小值。该算法用于设计一种新颖的拉伸瓣相位掩模,以同时编码时间和3D空间信息。使用多级光刻技术在内部制造拉伸瓣相位掩模和其他掩模以进行概念验证,并通过实验验证了优化的商业采购拉伸瓣相位掩模(PM)以编码3D空间和时间信息。通过生成在不同深度包含四个不同字母的相位掩模,进一步证明了算法的通用性。

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