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一种基于低内存成本模型的光声显微镜平移对称重建算法。

A low memory cost model based reconstruction algorithm exploiting translational symmetry for photoacustic microscopy.

作者信息

Aguirre Juan, Giannoula Alexia, Minagawa Taisuke, Funk Lutz, Turon Pau, Durduran Turgut

机构信息

ICFO-Institut de Ciènces Fotòniques, 08860 Castelldefels, Barcelona, Spain.

B.Braun Surgical S.A., Rubí, Barcelona, Spain.

出版信息

Biomed Opt Express. 2013 Nov 12;4(12):2813-27. doi: 10.1364/BOE.4.002813. eCollection 2013.

Abstract

A model based reconstruction algorithm that exploits translational symmetries for photoacoustic microscopy to drastically reduce the memory cost is presented. The memory size needed to store the model matrix is independent of the number of acquisitions at different positions. This helps us to overcome one of the main limitations of previous algorithms. Furthermore, using the algebraic reconstruction technique and building the model matrix "on the fly", we have obtained fast reconstructions of simulated and experimental data on both two- and three-dimensional grids using a traditional dark field photoacoustic microscope and a standard personal computer.

摘要

提出了一种基于模型的重建算法,该算法利用平移对称性用于光声显微镜,以大幅降低内存成本。存储模型矩阵所需的内存大小与不同位置的采集次数无关。这有助于我们克服先前算法的主要限制之一。此外,使用代数重建技术并“即时”构建模型矩阵,我们使用传统暗场光声显微镜和标准个人计算机在二维和三维网格上快速重建了模拟数据和实验数据。

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