强激光与粒子束, 2013, 25 (5): 1129, 网络出版: 2013-04-08
基于快速傅里叶变换的四种相位解包裹算法
Four phase unwrapping algorithms based on fast Fourier transform
相位解包裹 快速傅里叶变换 离散余弦变换 噪声 欠采样 phase unwrapping fast Fourier transform discrete cosine transform noise under-sampled
摘要
为了快速准确地对含有噪声的包裹相位图进行相位展开, 采用理论分析与计算机模拟及实验验证相结合的方法, 对基于快速傅里叶变换(FFT)的四种典型算法--四次FFT算法(4-FFT)、二次FFT算法(2-FFT)、四次离散余弦变换算法(4-DCT)及横向剪切干涉与FFT相结合的算法(LS-FFT)作了对比研究。结果表明: 2-FFT算法运行速度最快, 4-FFT算法次之, LS-FFT算法速度最慢; 4-FFT算法对含有较强噪声和轻微欠采样的实验数据的处理效果是最好的; LS-FFT算法对强噪声数据的处理效果最差。
Abstract
In order to recover the noisy wrapped phase map rapidly and accurately, four typical algorithms based on fast Fourier transform, i.e. the algorithms respectively based on four fast Fourier transforms (4-FFT algorithm), two fast Fourier transforms (2-FFT algorithm), four discrete cosine transforms (4-DCT algorithm) and combination of lateral shearing and Fourier transform (LS-FFT algorithm), are compared through theoretical analysis, computer simulation and experimental verification. The results show that, the 2-FFT algorithm is the fastest, followed by the 4-FFT algorithm, and the LS-FFT algorithm is the slowest. For the strong noisy and slightly under-sampled wrapped phase map obtained by digital holographic experiments, the 4-FFT algorithm performs the best, while the LS-FFT algorithm does the worst.
王华英, 于梦杰, 刘飞飞, 刘佐强. 基于快速傅里叶变换的四种相位解包裹算法[J]. 强激光与粒子束, 2013, 25(5): 1129. Wang Huaying, Yu Mengjie, Liu Feifei, Liu Zuoqiang. Four phase unwrapping algorithms based on fast Fourier transform[J]. High Power Laser and Particle Beams, 2013, 25(5): 1129.