[1]梁蒲佳,许 涛,杨鹏程,等.齿面干涉图像的相位解包裹算法对比研究[J].机械与电子,2022,(05):3-8.
　LIANG Pujia,XU Tao,YANG Pengcheng,et al.Comparative Study on Phase Unwrapping Algorithms of Tooth Surface Interference Images[J].Machinery & Electronics,2022,(05):3-8.
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齿面干涉图像的相位解包裹算法对比研究()
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机械与电子[ISSN:1001-2257/CN:52-1052/TH]

卷:
期数:
2022年05期
页码:
3-8
栏目:
设计与研究
出版日期:
2022-05-24

文章信息/Info

Title:
Comparative Study on Phase Unwrapping Algorithms of Tooth Surface Interference Images
文章编号:
1001-2257 ( 2022 ) 05-0003-06
作者:
梁蒲佳; 许 涛; 杨鹏程; 徐 晋; 王兆辉
西安工程大学机电工程学院,陕西 西安 710048
Author(s):
LIANG Pujia ;  XU Tao ;  YANG Pengcheng ;  XU Jin ;  WANG Zhaohui
( School of Mechanical and Electrical Engineering , Xi ’ an Polytechnic University , Xi ’ an 710048 , China )
关键词:
齿面干涉图像; 枝切法; 质量图引导法; 最小二乘法; 傅里叶变换轮廓术
Keywords:
tooth surface interference image ;  branch cut algorithm ;  quality map guidance ;  least square method ;  Fourier transform profilometry
分类号:
TN247
文献标志码:
A
摘要:
齿面干涉图像具有局部散斑、边缘杂散条纹、疏密不均和条纹粘连等噪声特征。为了寻找适用于处理齿面干涉图像噪声特征的解包裹算法,选取枝切法、相位导数偏差法的质量图引导法、最小二乘法、傅里叶变换轮廓术以及傅里叶变换的质量图引导法等 5 种算法,分析其对齿面干涉图像噪声处理的解包裹特点,通过对比分析解包裹相位图以及结果图中相位数据曲线,得出相位导数偏差的质量图引导法相比于其他算法解包裹精度高,能较好地抑制因噪声严重导致的解包裹相位突变、连续波动等问题。
Abstract:
The tooth surface interference image has noise characteristics such as local speckle , edge stray fringes , uneven density and fringe adhesion.In order to find the unwrapping algorithm suitable for processing the noise characteristics of tooth surface interference image , five algorithms such as branch cutting method , quality map guidance method of phase derivative deviation method , minimum two multiplication , Fourier transform profilometry and quality map guidance method of Fourier transform are selected. The unwrapping characteristics of the noise processing of the tooth surface interference image are analyzed.By comparing and analyzing the unwrapping phase diagram and the phase data curve in the result diagram , it is concluded that the quality map guidance method of phase derivative deviation has high unwrapping accuracy compared with other algorithms , and can better suppress the sudden change and continuous fluctuation of unwrapping phase caused by severe noise.

参考文献/References:

[ 1 ] 宋丽梅,覃名翠,杨燕罡,等 . 激光视觉方法用于检测齿轮加工误差[ J ] . 光电工程, 2015 , 42 ( 1 ): 1-5.

[ 2 ] ZENG F G , WU G M , MAI J D , et al.Bayesian MRF modeling and graph cuts for phase unwrapping with discontinuity phase flaws : a comparative study [ J ] .Applied mechanics and materials , 2014 , 496 / 497 / 498 / 499 / 500 : 1915-1918.
[ 3 ] 王永红,陈维杰,钟诗民,等 . 相位解包裹技术及应用研究进展[ J ] . 测控技术, 2018 , 37 ( 12 ): 1-7 , 16.
[ 4 ] MAIER F , FUENTES D , WEINBERG J S , et al.Robust phase unwrapping for MR temperature imaging using a magnitude-sorted list , multi-clustering algorithm [ J ] .Magnetic resonance in medicine , 2015 , 73( 4 ): 1662-1668.
[ 5 ] ZENG T , LIU T D , DING Z G , et al.Phase unwrapping method based on multi-frequency InSAR in highly sloped terrain [ J ] .Electronics letters , 2016 , 52 ( 12 ):1058-1059.
[ 6 ] 郭媛,杜松英 . 局部噪声斑块 InSAR 干涉图相位解缠算法[ J ] . 光子学报, 2018 , 47 ( 12 ): 98-105.
[ 7 ] 王霖,韩旭,伏燕军,等 . 用于三维测量的快速相位解包裹算法[ J ] . 应用光学, 2019 , 40 ( 2 ): 271-277.?
[ 8 ] GUO L , KANG L L , WANG D D.Improvement of magnetic resonance phase unwrapping method based on Goldstein Branch-cut algorithm [ J ] .Journal of southern medical university , 2013 , 33 ( 2 ): 239-242.
[ 9 ] JIANG H , XU Y P , ZHANG C L , et al.An algorithm combining the branch-cut method and rhombus phase unwrapping algorithm [ J ] .Journal of physics conference series , 2020 , 1634 ( 1 ): 12068-12073.
[ 10 ] MENG L , FANG S P , YANG P C , et al.Image-inpainting and quality-guided phase unwrapping algorithm [ J ] .Applied optics , 2012 , 51 ( 13 ): 2457-2462.
[ 11 ] 蒋留兵,肖志涛,车俐,等 . 基于质量引导的 InSAR 快速相位解缠方法[ J ] . 计算机工程与应用,2018 , 54( 3 ): 222-226 , 270.
[ 12 ] GUO Y , CHEN X T , ZHANG T.Robust phase unwrapping algorithm based on least squares [ J ] .Optics and lasers in engineering , 2014 , 63 : 25-29.
[ 13 ] 赵争,张继贤,张过 . 遗传算法在 InSAR 相位解缠中的应用[ J ] . 测绘科学, 2002 , 27 ( 3 ): 37-39.
[ 14 ] 魏志强,金亚秋 . 基于蚁群算法的 InSAR 相位解缠算法[ J ] . 电子与信息学报, 2008 , 30 ( 3 ): 518-523.
[ 15 ] WANG J H , YANG Y X.Branch-cut algorithm with fast search ability for the shortest branch-cuts based on modified GA [ J ] .Journal of modern optics , 2019 , 66 ( 5 ): 473-485.
[ 16 ] 李芳芳,占毅,胡东辉,等 . 一种基于质量指导的 InSAR 相位解缠快速实现方法[ J ] . 雷达学报, 2012 , 1( 2 ): 196-202.
[ 17 ] BACKOACH O , KARIV S , GIRSHOVITZ P , et al. Fast phase processing in off-axis holography by CUDA including parallel phase unwrapping [ J ] .Optics express , 2016 , 24 ( 4 ): 3177-3178.
[ 18 ] YUAN S Z , HU Y , HAO Q , et al.High-accuracy phase demodulation method compatible to closed fringes in single-frame interferogram based on deep learning [ J ] .Optics express , 2021 , 29 ( 2 ): 2538-2554.
[ 19 ] ZHOU H Y , CHENG C L , PENG H , et al.The PHU NET : A robust phase unwrapping method for MRI based on deep learning [ J ] .Magnetic resonance in medicine , 2021 , 86 ( 6 ): 3321-3333.
[ 20 ] GHADIMI S , AUGER D A , FENG X , et al.Fully automated global and segmental strain analysis of DENSE cardiovascular magnetic resonance using deep learning for segmentation and phase unwrapping [ J ] . Journal of cardiovascular magnetic resonance , 2021 , 23 ( 1 ): 20.
[ 21 ] 唐固城 . 基于 Goldstein 枝切法的 InSAR 干涉相位解缠方法研究进展 [ J ] . 北京测绘, 2019 , 33 ( 4 ):363-368.
[ 22 ] 曾凡光,吴光敏, MAI J D ,等 .Goldstein 枝切法对存在间断相位缺陷的解缠研究[ J ] . 激光技术, 2014 , 38( 3 ): 335-341.
[ 23 ] BENTAHAR T , BENTAHAR A , SAIDI R , et al.Hybrid technique of the branch-cut and the quality guided for insar phase unwrapping[ J ] .International journal of image and graphics , 2021 , 23 : 2150040.
[ 24 ] AREVALILLO-HERRAEZ M , VILLATORO F R , GDEISAT M A.A robust and simple measure for quality guided 2D phase unwrapping algorithms [ J ] . IEEE Transactions on image processing , 2016 , 25 ( 6 ): 2601-2609.
[ 25 ] 刘颖,张瑞峰,陈相舟,等 . 一种新的质量图引导的路径预测区域增长算法[ J ] . 光电工程,2016 , 43 ( 1 ):36-41.
[ 26 ] WANG X , FANG S P, ZHU X D , et al.Phase unwrapping of interferometric fringes based on a mutual information quality map and phase recovery strategy [ J ] .Optical engineering , 2018 , 57 ( 11 ): 114108-114111.
[ 27 ] PHUC P H , RHEE H G , GHIM Y S.Denoising phase unwrapping algorithm for precise phase shifting interferometry [ J ] .Journal of the korean physical society , 2017 , 71 ( 2 ): 82-87.
[ 28 ] ZHAO M , KEMAO Q.Quality-guided phase unwrapping implementation : an improved indexed interwoven linked list [ J ] .Applied optics , 2014 , 53 ( 16 ):3492-3500.
[ 29 ] 殷爱菡,张清淼,姜辉明 . 一种改进的加权最小二乘相位展开方法 研究 [ J ] . 计算机工程与应用,2013 , 49( 3 ): 159-162.
[ 30 ] ZAPPA E , BUSCA G.Comparison of eight unwrapping algorithms applied to Fourier-transform profilometry [ J ] .Optics and lasers in engineering , 2008 , 46 ( 2 ): 106-116.
[ 31 ] CAO C P , CAO Y P , ZHANG Q C.Fourier transform profilometry of a single-field fringe for dynamic objects using an interlaced scanning camera [ J ] .Optics communications , 2016 , 367 : 130-136.
[ 32 ] LIU X R , KOFMAOFMAN J.Real-time 3D surface shape measurement using background-modulated modified Fourier transform profilometry with geometry-constraint [ J ] .Optics and lasers in engineering ,2019 , 115 : 217-224.
[ 33 ] 鲁超,李永新 . 利用颜色编码辅助计算绝对相位的傅里叶轮廓术[ J ] . 应用光学, 2013 , 34 ( 5 ): 831-836.
[ 34 ] ZHAO M , HUANG L , ZHANG Q C , et al.Quality guided phase unwrapping technique : comparison of quality maps and guiding strategies [ J ] .Applied optics , 2011 , 50 ( 33 ): 6214-6224.
[ 35 ] LU F , WU C D , YANG J K.High-speed three-dimensional shape measurement using phase measurement profilometry without phase unwrapping [ J ] .Optical engineering , 2018 , 57 ( 8 ): 085101.1 085101.9.

相似文献/References:

[1]李小成,杨鹏程,梁蒲佳,等.基于 dbN 小波变换和自适应高斯滤波的齿面干涉图像相位滤波方法[J].机械与电子,2023,41(04):17.
　LI Xiaocheng,YANG Pengcheng,LIANG Pujia,et al.Phase Filtering Method of Tooth Surface Interference Image Based on dbN Wavelet Transform and Adaptive Gaussian Filtering[J].Machinery & Electronics,2023,41(05):17.

备注/Memo

备注/Memo:
收稿日期: 2021-10-25
基金项目:国家自然科学基金青年项目( 51905412 )
作者简介:梁蒲佳 ( 1995- ),男,陕西渭南人,硕士研究生,研究方向为齿面干涉图像解包裹;许 涛 ( 1983- ),男,陕西咸阳人,博士,讲师,研究方向为图像处理、大数据物联网等。
更新日期/Last Update: 2022-05-25