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计算高效的二维和三维快速相位解缠算法及其在多普勒光学相干断层扫描中的应用。

Computationally effective 2D and 3D fast phase unwrapping algorithms and their applications to Doppler optical coherence tomography.

作者信息

Pijewska Ewelina, Gorczynska Iwona, Szkulmowski Maciej

机构信息

Institute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Torun, Grudziadzka 5, 87-100 Torun, Poland.

出版信息

Biomed Opt Express. 2019 Feb 21;10(3):1365-1382. doi: 10.1364/BOE.10.001365. eCollection 2019 Mar 1.

Abstract

We propose a simplification for a robust and easy to implement fast phase unwrapping (FPU) algorithm that is used to solve the phase wrapping problem encountered in various fields of optical imaging and metrology. We show that the number of necessary computations using the algorithm can be reduced compared to its original version. FPU can be easily extended from two to three spatial dimensions. We demonstrate the applicability of the two- and three-dimensional FPU algorithm for Doppler optical coherence tomography (DOCT) in numerical simulations, and in the imaging of a flow phantom and blood flow in the human retina . We introduce an FPU applicability plot for use as a guide in the selection of the most suitable version of the algorithm depending on the phase noise in the acquired data. This plot uses the circular standard deviation of the wrapped phase distribution as a measure of noise and relates it to the root-mean-square error of the recovered, unwrapped phase.

摘要

我们提出了一种用于稳健且易于实现的快速相位解缠(FPU)算法的简化方法,该算法用于解决在光学成像和计量学各个领域中遇到的相位包裹问题。我们表明,与原始版本相比,使用该算法所需的计算量可以减少。FPU可以很容易地从二维扩展到三维。我们在数值模拟以及流动模型成像和人体视网膜血流成像中证明了二维和三维FPU算法在多普勒光学相干断层扫描(DOCT)中的适用性。我们引入了一个FPU适用性图,以根据采集数据中的相位噪声作为选择最合适算法版本的指导。该图使用包裹相位分布的圆形标准偏差作为噪声度量,并将其与恢复的解缠相位的均方根误差相关联。

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