数字散斑相关方法及应用进展

王永红; 梁恒; 王硕; 张浩; 杨连祥

doi:10.3788/CO.20130604.0470

数字散斑相关方法及应用进展

doi: 10.3788/CO.20130604.0470

王永红^1, ,,
梁恒¹,
王硕¹,
张浩¹,
杨连祥^1,2

1.
合肥工业大学仪器科学与光电学院, 安徽合肥 230009;
2.
美国奥克兰大学机械工程系, 密歇根罗切斯特 48309

基金项目:

国家自然科学基金资助项目(No.51075116);安徽省国际科技合作计划资助项目(No.12030603012);教育部留学回国人员科研启动基金资助项目(2011JYLH1150)

详细信息

作者简介:
王永红(1972-),男,安徽合肥人,博士后,教授,研究生导师,1994年于合肥工业大学获得学士学位,1997年于中科院安徽光机所获得硕士学位,2004年于合肥工业大学获得博士学位,主要从事精密测试技术及仪器、光电检测、机器视觉等方面的研究。E-mail:yhwang@hfut.edu.cn;张浩(1988-),男,内蒙古通辽人,硕士研究生,2012年于合肥工业大学获得学士学位,主要从事数字散斑相关的研究。E-mail:469053005@qq.com

王永红(1972-),男,安徽合肥人,博士后,教授,研究生导师,1994年于合肥工业大学获得学士学位,1997年于中科院安徽光机所获得硕士学位,2004年于合肥工业大学获得博士学位,主要从事精密测试技术及仪器、光电检测、机器视觉等方面的研究。E-mail:yhwang@hfut.edu.cn;张浩(1988-),男,内蒙古通辽人,硕士研究生,2012年于合肥工业大学获得学士学位,主要从事数字散斑相关的研究。E-mail:469053005@qq.com

通讯作者:
王永红

中图分类号: O436.1
计量
- 文章访问数: 3138
- HTML全文浏览量: 318
- PDF下载量: 857
- 被引次数: 0
出版历程
- 收稿日期: 2013-04-13
- 修回日期: 2013-06-15
- 刊出日期: 2013-08-10

Advance in digital speckle correlation method and its applications

1.
School of Instrument Science and Opto-electronic Engineering, Hefei University of Technology, Hefei 230009, China;
2.
Deptartment Mechanical Engineering Oakland University, Rochester, Michigan, USA 48309

摘要

摘要: 数字散斑相关方法(DSCM)是一种可以测量变形和应变的光学非接触测量方法,其通过对变形前后物体表面的图像进行灰度信息相关计算来获取被测物的力学性能。本文叙述了数字散斑相关方法近年来在国内外的发展动态和应用现状,详细论述了基于自适应遗传算法、智能神经网络方法、小波变换法的一系列新型相关搜索方法。文章指出,近年来,数字散斑相关技术已发展到相对成熟,目前的研究重点是提高测试精度和图像处理速度, 而提高散斑图像质量和研究高效的算法是需要努力的方向。
- 数字散斑相关 /
- 相关搜索 /
- 精度 /
- 效率
Abstract: Digital speckle correlation(DSCM) is a noncontact measuring method for displacements and strains, which obtains the mechanical properties of an object by calculating the gray information correlation of the object images before and after deformations. The method has been applied successfully in mechanical measurements in the past twenty years. This paper introduces the developing states of the DSCM and gives application examples. Some new technologies involved in the DSCM are reviewed, such as genetic algorithm, neural networks and wavelet transform. Finally, it points out that DSCM research will focus on improving measuring accuracy and image processing speeds in the future, including improving speckle image quality and researching higher effective algorithms.
- digital speckle correlation /
- search algorithm /
- accuracy /
- efficiency

HTML全文

参考文献(1)

[1] YAMAGUCHI I. Laser-speckle strain gauge[J]. J Physics E:Scientific Instrument,1981,14(11):1270-1273. [2] PETERS W H,RANSON W F. Digital imaging techniques in experimental stress analysis[J]. Opt. Eng.,1982,21(3):427-431. [3] PETERS W F,RANSON M A,SUTTON T C C,et al.. Application of digital correlation methods to rigid body mechanics[J]. Opt. Eng.,1983,22(6):226738. [4] 金观昌.计算机辅助光学测量[M]. 北京:清华大学出版社,1997:98-174. JIN G CH. Computer-aided Optical Measurement[M].Beijing:Tsinghua University Press,1997:98-174. (in Chinese) [5] CHU T C,RANSON W F,SUTTON M A,et al.. Applications of digital image correlation techniques to experimental mechanics[J]. Exp. Mech.,1985,25:232-244. [6] 芮嘉白,金观昌,徐秉业. 一种新的数字散斑相关方法及应用[J]. 力学学报,1994,26(5):599-607. RUI J B,JIN G CH,XU B Y. A new improved digital speckle correlation method and its application[J]. Acta Mechanica Sinica,1994,26(5):599-607.(in Chinese) [7] SUTTON M A,BRUCK H A,MCNEILL S R. Determination of deformations using digital correlation with the newton-raphson method for partial differential corrections[J]. Exp. Mech.,1989,29:261-267. [8] ZHAO W ZH,JIN G CH. An experimental study on measurement of Poisson's ratio with digital correlation method[J]. J. Appl. Polymer Science,1996,60:1083-1088. [9] 周灿林,亓东平. 频率域数字散斑相关法及其应用[J]. 光电工程,2000,27(3):65-68. ZHOU C L,QI D P. Frequency domain digital speckle correlation method and its applications[J]. Opto-Electronic Engineering,2000,27(3):65-68.(in Chinese) [10] GREBENYUK A A,RYABUKHO V P. Digital image correlation with fast Fourier transform for large displacement measurement[J].SPIE,2010,7999:79990B. [11] MAHAJAN A,PILCH A,CHU T. Intelligent image correlation using genetic algorithms for measuring surface deformation in the autonomous inspection of structures [C]//Proceedings of the American Control Conference,Jun 28-30,2000,Chicago,USA,2000,1:460-461. [12] MA SH P,JIN G CH. Digital speckle correlation method improved by genetic algorithm[J]. Acta Mechanica Solida Sinica,2003,16(4):366-373. [13] 王怀文. 自适应数字散斑相关方法与铜箔材料断裂中的尺寸效应研究 [D].天津:天津大学,2004. WANG H W. Adaptive digital speckle correlation method with copper foil material fracture size effect [D]. Tianjin:Tianjin University,2004. (in Chinese) [14] 唐晨,刘铭,张芳. 彩色散斑图像相关技术的改进遗传算法 [C]//第十一届全国实验力学学术会议,大连,中国,2005. TANG CH,LIU M,ZHANG F. The improved genetic algorithm for color digital speckle correlation technique [C]//Dalian,Eleventh National Conference of Experimental Mechanics,Dalian,China,2005. (in Chinese) [15] CHEN H,CHEN G,YE D,et al.. 3D deformation measurement by digital speckle correlation method and stereo vision[J]. SPIE,2007,6723:783189. [16] HWANG S F,HORN J T,WANG H J. Strain measurement of SU-8 photoresist by a digital image correlation method with a hybrid genetic algorithm[J]. Optics and Lasers in Engineering,2008,46(3):281-289. [17] ZHANG T,CHEN H Y,YANG X K,et al. Investigation for digital speckle correlation method based on improved genetic algorithm[J]. SPIE,2011,8025:80252m. [18] PITTER M C,SEE C W,SOMEKH M G. Subpixel microscopic deformation analysis using correlation and artificial neural networks[J]. Optics Express,2001,8(6): 322-327. [19] 常一鸣. 数字散斑图像相关亚像素搜索算法的研究及应用.天津:天津大学,2009. CHANG Y M. Research and application of digital speckle image sub-pixel search algorithm. Tianjin University,2009. (in Chinese) [20] LIU X Y,TAN Q CH. Subpixel in-plane displacement measurement using digital image correlation and artificial neural networks [C]//2010 Symposium on Photonics and Optoelectronics,Jun 19-21,2010,Chengdu,China,2010:1-4. [21] 唐晨,闫海青,佟景伟,等. 小波变换用于数字图像相关法位移场的平滑处理[J]. 天津大学学报,35(5):577-580,2002. TANG CH,YAN H Q,TONG J W,et al.. Smoothing process of the displacement noise obtained by digital image correlation with wavelet transform[J]. J. Tianjin University,2002,35(5):577-580.(in Chinese) [22] 简龙晖,马少鹏,张军,等. 基于小波多级分解的数字散斑相关搜索方法[J]. 清华大学学报,43(5):680-683,2002. JIAN L H,MA SH P,ZHANG J,et al.. Wavelet-transform-based hierarchical search algorithm for the digital speckle correlation method[J]. J. Tsinghua University,2002,43(5):680-683.(in Chinese) [23] 简龙晖,林碧森,刘宁,等. 基于小波变换的新型数字散斑相关方法[J]. 光学技术,2003.29(2):216-218. JIAN L H,LIN B S,LIU L,et al.. New method of digital speckle correlation based on wavelet transform[J]. Optical Technology,2003,29(2):216-218.(in Chinese) [24] 李新忠,岱钦,王希军,等. 多尺度小波降噪的数字散斑相关搜索[J]. 光学精密工程,2007,15(1):58-63. LI X ZH,DAI Q,WANG X J,et al.. Digital speckle correlation method of multi-scale wavelet noise reduction[J]. Opt. Precision Eng.,2007,15(1):58-63.(in Chinese) [25] LU H,CARY P D. Deformation measurements by digital image correlation: Implementation of a second-order displacement gradient[J]. Experimental Mechanics,2000,40(4):393-400. [26] HOLLAND J H. Adaptation in Natural and Artificial Systems.Ann Arbor[M]. University of Michigan Press,1975:15-32. [27] 玄光男,程润传.遗传算法与工程优化[M]. 北京:清华大学出版社,2004:1-40. XUAN G N,CHENG R CH. Genetic Algorithms and Engineering Optimization[M]. Beijing:Tsinghua University Press,2004:1-40.(in Chinese) [28] 周明,孙树栋.遗传算法原理及应用[M]. 北京:国防工业出版社,1999:1-64. ZHOU M,SUN SH D. Principle and Application of Genetic Algorithms[M]. Beijing: National Defence Industry Press,1999:1-64.(in Chinese) [29] 刘铭. 数字散斑图像相关技术的改进遗传算法 [D].天津:天津大学,2005. LIU M. Improved Genetic Algorithm of Digital Speckle Images [D]. Tianjin:Tianjin University,2005.(in Chinese) [30] 张铃,张钹.人工神经网络理论及应用[M]. 杭州:浙江科学技术出版社,1997. ZHANG L,ZHANG B. Theory and Applications of Artificial Neural Networks[M]. Hangzhou:Zhejiang Science and Technology Press,1997.(in Chinese) [31] MALLAT S.A theory multire solution signal decomposition:the wavelet representation[J]. IEEE Trans. Pattern Anal. Machine Intell.,1989,11(7): 674-693. [32] 刘伟宁. 基于小波域扩散滤波的弱小目标检测[J]. 中国光学,2011,4(5): 503-508. LIU W N. Dim target detection based on wavelet field diffusion filter[J]. Chinese Optics,2011,4(5):503-508.(in Chinese) [33] 杜亚志,王学滨. 基于粒子群算法的整像素数字图像相关方法[J]. 计算机工程与应用,2012,48(6):200-204. DU Y ZH,WANG X B. Digital image correlation method based on particle swarm optimization algorithm without subpixel Interpolation[J]. Computer Engineering and Applications,2012,48(6):200-204.(in Chinese) [34] 何秋霖. 数字散斑相关法用于热应力测试的研究 [D].天津:天津大学,2007. HE Q L. Digital speckle correlation method for thermal stress tests [D]. Tianjin:Tianjin University,2007.(in Chinese) [35] 钟健. 数字散斑相关法的研究和应用 [D]. 天津:天津大学,2006. ZHONG J. Research and Application of digital speckle correlation method [D]. Tianjin:Tianjin University,2006(in Chinese) [36] 季坤. 数字散斑相关方法和分形理论在木材力学研究中的运用 [D].合肥:安徽农业大学,2008. JI K. Use of digital speckle correlation method and fractal theory in the study of wood mechanical [D]. Hefei:Anhui Agricultural University,2008.(in Chinese) [37] SANCHEZ-AREVALO F M,GARCIA-FERNANDEZ T,PULOS G. Use of digital speckle pattern correlation for strain measurements in a CuAlBe shape memory alloy[J]. Materials Characterization,2009,60(8):775-782. [38] SRINIVASAN V,RADHAKRISHNAN S,RATANAWILAI T,et al.. Nguyen LT. A robust digital image correlation technique for high-resolution characterisation of microelectronic packaging materials[J]. International J. Materials and Product Technology,2009,34(1):139-157. [39] WU T,CORET M,COMBESCURE A. Strain localisation and damage measurement by full 3D digital image correlation: application to 15-5PH stainless steel[J]. Strain,2011,47(1):49-61. [40] LEE D,TIPPUR H,KIRUGULIGE M,et al.. Experimental study of dynamic crack growth in unidirectional graphite/epoxy composites using digital image correlation method and high-speed photography[J]. J. Composition Materials,2009,43(19):2081-2108. [41] SZTEFEK P,VANLEENE M,OLSSON R. Using digital image correlation to determine bone surface strains during loading and after adaptation of the mouse tibia[J]. J. Biomechanics,2010,43(4):599-605. [42] 李高春,刘著卿,唐波,等. 基于数字图像相关方法的粘接界面细观破坏分析[J]. 宇航材料工艺,2012,42(3);82-85. LI G CH,LIU ZH Q,TANG B,et al.. Investigation on adhesive failure using digital image correlation method[J]. Aerospace Materials & Technology,2012,42(3):82-85.(in Chinese) [43] 邹飞,李海波,周青春,等. 基于数字图像灰度相关性的类岩石材料损伤分形特征研究[J]. 岩土力学,2012,33(3):731-737. ZOU F,LI H B,ZHOU Q CH,et al.. Fractal features study of rock-like material damage based on gray correlation of digital images[J]. Rock and Soil Mechanics,2012,33(3):731-737.(in Chinese) [44] 杨福俊,王辉,杜晓磊,等. 泡沫铝夹心板静态三点弯曲变形行为及力学性能[J]. 东南大学学报 (自然科学版),2012,42(1):120-124. YANG F J,WANG H,DU X L,et al. Deformation behavior and mechanical properties of aluminium foam sandwiches under static three-point bending[J]. J. Southeast university(Natural Science Edition),2012,42(1):120-124.(in Chinese) [45] 胡斌,贺玲凤,张蕊. 橡胶材料弹性模量数字图像相关测定法[J]. 实验力学,2011,26(2):151-157. HU B,HE L F,ZHANG R. Digital image correlation method for rubber elastic modulus measurement[J]. J. Experimental Mechnicals,2011,26(2):151-157.(in Chinese) [46] 代祥俊,云海,蒲琪. 基于数字图像相关的透明材料厚度测量[J]. 光学技术,2010,36(4):525-529. DAI X J,YUN H,PU Q. Thickness measurement of transparent material by digital image correlation method[J]. Optical Technique,2010,36(4):525-529.(in Chinese) [47] ZHOU ZH B,CHEN P W,HUANG F L,et al.. Experimental study on the micromechanical behavior of a PBX simulant using SEM and digital image correlation method[J]. Optics and Lasers in Engineering,2011,49(3):366 370. [48] 安兵兵,吴佳,张俊乾,等. 微尺度塑性大应变测量[J]. 实验技术与管理,2010,27(3):32-35. AN B B,WU J,ZHANG J Q,et al.. The determination of plastic strain in microscale[J]. Experimental Fechnology and Management,2010,27(3):32-35.(in Chinese) [49] KROTTENTHALER M,SCHMID C,SCHAUFLER J,et al. A simple method for residual stress measurements in thin films by means of focused ion beam milling and digital image correlation[J]. Surface and Coatings Technology,2013,215:247-252. [50] KARANJGAOKAR N J,OH C S,CHASIOTIS I. Microscale experiments at elevated temperatures evaluated with digital image correlation[J]. Experimental Mechanics,2010,(2011)5:609-618. [51] 潘兵,吴大方,高镇同. 基于数字图像相关方法的非接触高温热变形测量系统[J]. 航空学报,2010,31(10). PAN B,WU D F,GAO ZH T. Hot deformation of non-contact measurement system based on digital image correlation method[J]. Aeronautics,2010,31(10).(in Chinese) [52] 潘兵,吴大方,高镇同,等. 1200 ℃高温热环境下全场变形的非接触光学测量方法研究[J]. 强度与环境,2011,38(1):52-58. PAN B,WU D F,GAO ZH T,et al.. Study of non-contact optical metrology for full-field deformation measurement at 1200 ℃[J]. Structure & Environment Engineering,2011,38(1):52-58.(in Chinese) [53] CHEN X,XU N,YANG L X,et al.. High temperature displacement and strain measurement using a monochromatic light illuminated stereo digital image correlation system[J]. Measurement Science and Technology,2012,23:125603. [54] GRANT B M B,STONE H J,WITHERS P J,et al. High-temperature strain field measurement using digital image correlation[J]. J. Strain Analysis for Engineering Design,2009,44(4):263-271. [55] LEPLAY P,RETHORE J,MEILLE S,et al.. Identification of asymmetric constitutive laws at high temperature based on Digital Image Correlation[J]. J. European Ceramic Society,2012,32:3949-3958. [56] 郑翔,高建和,杨福俊,等. DICM在发动机模态参数识别中的试验研究[J]. 振动、测试与诊断,2010,30(3):280-286. ZHENG X,GAO J H,YANG F J. Experimental study of DICM engine modal parameter identification[J]. J. Vibration,Measurement & Diagnosis,2010,30(3):280-286.(in Chinese) [57] HELFRICK M N,NIEZRECKI C,AVITABILE P,et al.. 3D digital image correlation methods for full-field vibration measurement[J]. Mechanical Systems and Signal Processing,2011,25(3):917-927. [58] 陈志新,梁晋,郭成. 数字散斑相关法在变形测量中的应用[J]. 光学精密工程,2011,19(7):1480-1485. CHEN ZH X,LIANG J,GUO CH. Application of digital speckle correlation method to deformation measurement[J]. Opt. Precision Eng.,2011,19(7):1480-1485.(in Chinese) [59] 刘晓辉,汪敏,李芃. 噪声对数字图像相关法计算结果的影响研究[J]. 光学与光电技术,2012,10(4):90-94. LIU X H,WANG M,LI P. Relationship between the noise and the calculation results of the digital image correlation method[J]. Optics & Optoelectronic Technology,2012,10(4):90-94.(in Chinese)

施引文献

附加信息(0)

访问统计