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Wavelet transform fast inverse light scattering analysis for size determination of spherical scatterers

机译:小波变换快速逆光散射分析用于确定球形散射体的尺寸

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摘要

We present a fast approach for size determination of spherical scatterers using the continuous wavelet transform of the angular light scattering profile to address the computational limitations of previously developed sizing techniques. The potential accuracy, speed, and robustness of the algorithm were determined in simulated models of scattering by polystyrene beads and cells. The algorithm was tested experimentally on angular light scattering data from polystyrene bead phantoms and MCF-7 breast cancer cells using a 2D a/LCI system. Theoretical sizing of simulated profiles of beads and cells produced strong fits between calculated and actual size (r2 = 0.9969 and r2 = 0.9979 respectively), and experimental size determinations were accurate to within one micron.
机译:我们提出一种使用角光散射轮廓的连续小波变换来确定球形散射体尺寸的快速方法,以解决先前开发的尺寸确定技术的计算限制。该算法的潜在准确性,速度和鲁棒性是在聚苯乙烯珠和细胞散射的模拟模型中确定的。使用2D a / LCI系统对来自聚苯乙烯珠体模型和MCF-7乳腺癌细胞的角光散射数据进行了实验测试。珠子和细胞模拟轮廓的理论尺寸确定使计算出的大小与实际大小之间具有强拟合性(r 2 = 0.9969和r 2 = 0.9979),并且实验尺寸的确定是准确的到一微米以内

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