Multi-layer Born multiple-scattering model for 3D phase microscopy

被引:115
作者
Chen, Michael [1 ]
Ren, David [1 ]
Liu, Hsiou-Yuan [1 ]
Chowdhury, Shwetadwip [1 ]
Waller, Laura [1 ]
机构
[1] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
基金
美国国家科学基金会;
关键词
DIGITAL MICROMIRROR DEVICE; DIFFRACTION TOMOGRAPHY; HIGH-RESOLUTION; IMAGE-FORMATION; RECONSTRUCTION; ALGORITHMS; INTENSITY; FIELD; ANGLE;
D O I
10.1364/OPTICA.383030
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We propose an accurate and computationally efficient 3D scattering model, multi-layer Born (MLB), and use it to recover the 3D refractive index (RI) of thick biological samples. For inverse problems recovering the complex field of thick samples, weak scattering models (e.g., first Born) may fail or underestimate the RI, especially with a large index contrast. Multi-slice (MS) beam propagation methods model multiple scattering to provide more realistic reconstructions; however, MS does not properly account for highly oblique scattering, nor does it model backward scattering. Our proposed MLB model uses a first Born model at each of many slices, accurately capturing the oblique scattering effects and estimating the backward scattering process. When used in conjunction with an inverse solver, the model provides more accurate RI reconstructions for high-resolution phase tomography. Importantly, MLB retains a reasonable computation time that is critical for practical implementation with iterative inverse algorithms. (C) 2020 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
引用
收藏
页码:394 / 403
页数:10
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