结合线性回归的离轴数字全息去载波相位恢复算法  

Off-axis digital holographic decarrier phase recovery algorithm combined with linear regression

作　　者：单明广[1,2] 刘翔宇 庞成 钟志[1,2] 于蕾[1] 刘彬 刘磊[1] Shan Ming-Guang;Liu Xiang-Yu;Pang Cheng;Zhong Zhi;Yu Lei;Liu Bin;Liu Lei(College of Information and Communication Engineering,Harbin Engineering University,Harbin 150001,China;Key Laboratory of Advanced Marine Communication and Information Technology,Ministry of Industry and Information Technology,Harbin Engineering University,Harbin 150001,China)

机构地区：[1]哈尔滨工程大学信息与通信工程学院,哈尔滨150001 [2]哈尔滨工程大学,先进船舶通信与信息技术工信部重点实验室,哈尔滨150001

出　　处：《物理学报》2022年第4期88-95,共8页Acta Physica Sinica

基　　金：国家自然科学基金(批准号:62175048);中央高校基本科研业务费(批准号:3072021CF0803,3072021CFJ0801)资助的课题。

摘　　要：为实现仅用一幅离轴数字全息图便能直接恢复相位,提出一种利用空间载波相移技术(spatial carrier phase shift,SCPS)和线性回归相结合的离轴数字全息去载波相位恢复算法.首先,利用SCPS将一幅离轴数字全息图分为四幅含有载波相移的全息图,其中载波相移由沿行、列两个方向的正交载波所引入;然后,将四幅载波相移全息图作为输入,将所求物体相位和两个正交的载波作为未知量,结合最小二乘法和线性回归同时求出载波和相位信息.相较于已有的去载波技术,本算法无需背景全息图作为参考,便可准确地去除载波,实现高质量的相位重建.本文结合数值仿真和具体实验结果验证本算法的有效性和优越性.Benefitting from the high measurement efficiency,off-axis digital holography(DH)has become a most powerful DH technique for fast and high-accuracy measurement.Owing to the carrier frequency,the real image can be isolated easily in the Fourier spectrum of one off-axis hologram,so that the Fourier transform algorithm(FTA)is the most widely used algorithm for off-axis DH to realize the phase retrieval.In the FTA,one of the most important tasks is to figure out the accurate peak position of the real image and then shift the real image to the center of spectrum to remove the carrier.However,owing to the digitalization of the hologram,the peak position of the real spectrum is always not located at an integral pixel position in the practical applications,resulting in carrier residuals,thereby lowering the retrieval quality.Much work on accurately determining the peak position has been conducted to suppress the carrier residuals,such as by using the spectrum centroid method and zero padding.However,those estimation algorithms can achieve only satisfied accuracy in some situations.Then,spatial carrier phase shift(SCPS)is utilized to expand the utilization of space-bandwidth and avoid the spectrum leakage caused by band-pass filtering.The SCPS decomposes one off-axis hologram into several sub-holograms,in which the carrier induces the phase shifts between sub-holograms.Many on-axis phase retrieval algorithms are combined with SCPS to retrieve the phase from one off-axis hologram.However,the retrieved phase is usually composed of the sample phase and the carrier,so the accurate carrier information is also required to remove the carrier and obtain the correct reconstructed phase.In this paper,an accurate phase retrieval with carrier removal from single off-axis hologram by using the linear regression is proposed to achieve the simultaneous phase retrieval and carrier removal.In this method,four phase-shifted sub-holograms are extracted first from one off-axis hologram by SCPS.Since the phase shift between sub-holograms is li

关 键 词：离轴数字全息 相位恢复 载波相移 线性回归 

分 类 号：O212.1[理学—概率论与数理统计] O438.1[理学—数学]