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Phase unwrapping algorithms for use in a true real-time optical body sensor system for use during radiotherapy

机译:用于放射治疗期间的真正实时光学人体传感器系统中的相位展开算法

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摘要

An evaluation of the suitability of eight existing phase unwrapping algorithms to be used in a real-time optical body surface sensor based on Fourier fringe profilometry is presented. The algorithms are assessed on both the robustness of the results they give and their speed of execution. The algorithms are evaluated using four sets of real human body surface data, each containing five-hundred frames, obtained from patients undergoing radiotherapy, where fringe discontinuity is significant. We also present modifications to an existing algorithm, noncontinuous quality-guided path algorithm (NCQUAL), in order to decrease its execution time by a factor of 4 to make it suitable for use in a real-time system. The results obtained from the modified algorithm are compared with those of the existing algorithms. Three suitable algorithms were identified: two-stage noncontinuous quality-guided path algorithm (TSNCQUAL)-the modified algorithm presented here-for online processing and Flynn's minimum discontinuity algorithm (FLYNN) and preconditioned conjugate gradient method (PCG) algorithms for enhanced accuracy in off-line processing.
机译:提出了一种基于傅立叶条纹轮廓仪的实时光学体表传感器中使用的八种现有相位展开算法的适用性评估。根据算法给出的结果的鲁棒性和执行速度对算法进行评估。使用四组真实的人体表面数据对算法进行评估,每组数据包含五百帧,这些数据是从接受放射治疗的患者获得的,其中边缘不连续性很明显。我们还提出了对现有算法(非连续质量导引路径算法(NCQUAL))的修改,以将其执行时间减少4倍,以使其适合在实时系统中使用。将修改后的算法获得的结果与现有算法的结果进行比较。确定了三种合适的算法:两阶段非连续质量导引路径算法(TSNCQUAL)-此处提出的改进算法-用于在线处理;以及Flynn最小不连续性算法(FLYNN)和预处理共轭梯度法(PCG)算法,用于提高离线精度在线处理。

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