Two-dimensional digital image correlation for in-plane displacement and strain measurement: A review

Measurement Science and Technology

Volumn 20, Issue 6, 2009, Pages

  Pan, Bing ^a   Qian, Kemao ^b   Xie, Huimin ^c   Asundi, Anand ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^c TSINGHUA UNIVERSITY   (China)

Author keywords

Digital image correlation; Displacement deformation measurement

Indexed keywords

DEFORMATION; IMAGE ANALYSIS; IMAGE PROCESSING; IMAGE REGISTRATION; STRAIN; STRAIN MEASUREMENT;

DEFORMATION MEASUREMENTS; DIGITAL IMAGE CORRELATIONS; EXPERIMENTAL CONDITIONS; EXPERIMENTAL MECHANICS; HIGH SPATIAL RESOLUTION; IN-PLANE DEFORMATION; IN-PLANE DISPLACEMENT; MICROSCALE AND NANOSCALE;

DISPLACEMENT MEASUREMENT;

EID: 70350643854     PISSN: 09570233     EISSN: 13616501     Source Type: Journal    
DOI: 10.1088/0957-0233/20/6/062001     Document Type: Article

References (143)

1. Rastogi P K 2000 Photomechanics (Topics in Applied Physics) (Berlin: Springer)
2. Sirkis J S and Lim T J 1991 Displacement and strain-measurement with automated grid methods Exp. Mech. 31 382-8
3. Goldrein H T, Palmer S J P and Huntley J M 1995 Automated fine grid technique for measurement of large-strain deformation maps Opt. Lasers Eng. 23 305-18
4. Peters W H and Ranson W F 1981 Digital imaging techniques in experimental stress analysis Opt. Eng. 21 427-31
5. Chu T C et al 1985 Applications of digital-image-correlation techniques to experimental mechanics Exp. Mech. 25 232-44
6. Sutton M A et al 1986 Application of an optimized digital correlation method to planar deformation analysis Image Vis. Comput 4 143-50
7. Peters W H et al 1983 Application of digital correlation methods to rigid body mechanics Opt. Eng. 22 738-42
8. Sutton M A, McNeill S R, Helm J D and Chao Y J 2000 Advances in two-dimensional and three-dimensional computer vision Topics in Applied Physics vol 77 ed P K Rastogi (Berlin: Springer) pp 323-72
9. Schreier H W 2003 Investigation of two and three-dimensional image correlation techniques with applications in experimental mechanics PhD Thesis University of South Carolina
10. Zhang D, Zhang X and Cheng G 1999 Compression strain measurement by digital speckle correction Exp. Mech. 39 62-5
11. Zhou P and Goodson K E 2001 Subpixel displacement and deformation gradient measurement using digital image/speckle correlation Opt. Eng. 40 1613-20
12. Bay B K 1995 Texture correlation-a method for the measurement of detailed strain distributions within trabecular bone J. Orthop. Res 13 258-67
13. Chen D J, Chiang F P, Tan Y S and Don H S 1993 Digital speckle-displacement measurement using a complex spectrum method Appl. Opt. 32 1839-49
14. Gaudette G R, Todaro J, Krukenkamp I B and Chiang F P 2001 Computer aided speckle interferometry: a technique for measuring deformation of the surface of the heart Ann. Biomed. Eng. 29 775-80
15. Sjodahl M and Benckert L R 1993 Electronic speckle photography: analysis of an algorithm giving the displacement with subpixel accuracy Appl. Opt. 32 2278-84
16. Sjodahl M and Benckert L R 1994 Systematic and random errors in electronics speckle photography Appl. Opt. 33 7461-71
17. Sjodahl M 1994 Electronic speckle photography-increased accuracy by nonintegral pixel shifting Appl. Opt. 33 6667-73
18. Sjodahl M 1997 Accuracy in electronic speckle photography Appl. Opt. 36 2875-85
19. Willert C E and Gharib M 1991 Digital particle image velocimetry Exp. Fluids 10 181-93
20. Scarano F 2002 Iterative image deformation methods in PIV Meas. Sci. Technol. 13 R1-19
21. Adrian R J 2005 Twenty years of particle image velocimetry Exp. Fluids 39 159-69
22. White D J, Take W A and Bolton M D 2003 Soil deformation measurement using particle image velocimetry (PIV) and photogrammetry Geotechnique 53 619-31
23. Lee S G et al 2008 Large strain deformation field in machining Metall. Mater. Trans. 37A 1633-43
24. Luo P F et al 1993 Accurate measurement of three-dimensional displacement in deformable bodies using computer vision Exp. Mech. 33 123-32
25. Helm J D, McNeil S R and Sutton M A 1996 Improved three-dimensional image correlation for surface displacement measurement Opt. Eng. 35 1911-20
26. Garcia D, Orteu J J and Penazzi L 2002 A combined temporal tracking and stereo-correlation technique for accurate measurement of 3D displacements: application to sheet metal forming J. Mater. Process. Technol. 125 736-42
27. Pan B, Xie H M, Yang L H and Wang Z Y 2009 Accurate measurement of satellite antenna surface using three-dimensional digital image correlation technique Strain 45 194-200
28. Bay B K et al 1999 Digital volume correlation: three-dimensional strain mapping using x-ray tomography Exp. Mech. 39 217-26
29. Smith T S, Bay B K and Rashid M M 2002 Digital volume correlation including rotational degrees of freedom during minimization Exp. Mech 42 272-8
30. Yamaguchi I 1981 Speckle displacement and deformation in the diffraction and image fields for small object deformation Opt. Acta 28 1359-76
31. Brillaud J and Lagattu F 2002 Limits and possibilities of laser speckle and white-light image-correlation methods: theory and experiments Appl. Opt. 41 6603-13
32. Shi X Q et al 2004 In-situ micro-digital image speckle correlation technique for characterization of materials' properties and verification of numerical models IEEE Trans. Compon. Packag. Technol. 27 659-67
33. Sun Z L, Lyons J S and McNeill S R 1997 Measuring microscopic deformations with digital image correlation Opt. Lasers Eng. 27 409-28
34. Pitter M C et al 2002 Focus errors and their correction in microscopic deformation analysis using correlation Opt. Eng. 23 1361-7
35. Zhang D S, Luo M and Arola D D 2006 Displacement/strain measurements using an optical microscope and digital image correlation Opt. Eng. 45 033605
36. Berfield T A, Patel H K, Shimmin R G, Braun P V, Lambros J and Sottos N R 2006 Fluorescent image correlation for nanoscale deformation measurements Small 2 631-5
37. Franck C et al 2007 Three-dimensional full-field measurements of large deformations in soft materials using confocal microscopy and digital volume correlation Exp. Mech. 47 427-38
38. Sabate N et al 2006 Measurement of residual stresses in micromachined structures in a microregion Appl. Phys. Lett. 88 071910
39. Keller J et al 2006 FibDAC-residual stress determination by combination of focused ion beam technique and digital image correlation Mater. Sci. Forum 524-525 121-6
40. Sabate N et al 2006 Digital image correlation of nanoscale deformation fields for local stress measurement in thin films Nanotechnology 17 5264-70
41. Sabate N et al 2007 Residual stress measurement on a MEMS structure with high-spatial resolution J. Microelectromech. Syst. 16 365-72
42. Kang J et al 2005 Microscopic strain mapping using scanning electron microscopy topography image correlation at large strain J. Strain Anal. Eng. Des. 40 559-70
43. Wang H et al 2006 Error analysis of digital speckle correlation method under scanning electron microscope Exp. Tech. 30 42-5
44. Lagattu F et al 2006 In-plane strain measurements on a microscopic scale by coupling digital image correlation and an in situ SEM technique Mater. Charact. 56 10-8
45. Sutton M A et al 2006 Metrology in a scanning electron microscope: theoretical developments and experimental validation Meas. Sci. Technol. 17 2613-22
46. Sutton M A et al 2007 Scanning electron microscopy for quantitative small and large deformation measurements: Part I. SEM imaging at magnifications from 200 to 10,000 Exp. Mech. 47 775-87
47. Sutton M A et al 2007 Scanning electron microscopy for quantitative small and large deformation measurements: Part II. Experimental validation for magnifications from 200 to 10,000 Exp. Mech. 47 789-804
48. Chasiotis I and Knauss W G 2002 A new microtensile tester for the study of MEMS materials with the aid of atomic force microscopy Exp. Mech. 42 51-7
49. Knauss W G, Chasiotis I and Huang Y 2003 Mechanical measurements at the micron and nanometer scales Mech. Mater. 35 217-31
50. Cho S W et al 2005 Young's modulus, Poisson's ratio and failure properties of tetrahedral amorphous diamond-like carbon for MEMS devices J. Micromech. Microeng. 15 728-35
51. Chasiotis I and Knauss W G 2002 Size effects determined from tensile tests of perforated MEMS scale specimens Proc. MRS 687 (Boston, MA) pp 241-6
52. Cho S W, Cardenas-Garcia J F and Chasiotis I 2005 Measurement of nanodisplacements and elastic properties of MEMS via the microscopic hole method Sensors Actuators A 120 163-71
53. Chasiotis I 2004 Mechanics IEEE Trans. Device Mater. Reliab. 4 176-88
54. Chang S et al 2005 Nanoscale in-plane displacement evaluation by AFM scanning and digital image correlation processing Nanotechnology 16 344-9
55. Sun Y F and Pang J H L 2006 AFM image reconstruction for deformation measurements by digital image correlation Nanotechnology 17 933-9
56. Li X D et al 2007 In situ nanoscale in-plane deformation studies of ultrathin polymeric films during tensile deformation using atomic force microscopy and digital image correlation techniques IEEE Trans. Nanotechnology 6 4-12
57. Li X D et al 2006 Nanoscale deformation and cracking studies of advanced metal evaporated magnetic tapes using atomic force microscopy and digital image correlation techniques Mater. Sci. Technol. 22 835-44
58. Sun Y F, Pang J H L and Fan W 2007 Nanoscale deformation measurement of microscale interconnection assemblies by a digital image correlation technique Nanotechnology 18 395504
59. Vendroux G and Knauss WG 1998 Submicron deformation field measurements: Part 1. Developing a digital scanning tunneling microscope Exp. Mech. 38 18-23
60. Vendroux G and Knauss W G 1998 Submicron deformation field measurements: Part 2. Improved digital image correlation Exp. Mech. 38 86-92
61. Vendroux G, Schmidt N and Knauss W G 1998 Submicron deformation field measurements: Part 3. Demonstration of deformation determinations Exp. Mech. 38 154-60 (Pubitemid 29017106)
62. Kawahashi M and Hirahara H 2000 Velocity and density field measurements by digital speckle method Opt. Laser Technol. 32 575-82
63. Barthelat F et al 2003 Dynamic torsion testing of nanocrystalline coatings using high-speed photography and digital image correlation Exp. Mech. 43 331-40
64. Tong W et al 2005 Time-resolved strain mapping measurements of individual Portevin-Le Chatelier deformation bands Scr. Mater. 53 87-92
65. Yang F J, He X Y and Quan C G 2006 Characterization of dynamic microgyroscopes by use of temporal digital image correlation Appl. Opt. 45 7785-90
66. Luo H, Lu H and Leventis N 2006 The compressive behavior of isocyanate-crosslinked silica aerogel at high strain rates Mech. Time-Dependent Mater. 10 83-111
67. Kirugulige M S, Tippur H V and Denney T S 2007 Measurement of transient deformations using digital image correlation method and high-speed photography: application to dynamic fracture Appl. Opt. 46 5083-96
68. Siebert T et al 2007 High-speed digital image correlation: error estimations and applications Opt. Eng. 46 051004
69. Tiwari V, Sutton M A and McNeill S R 2007 Assessment of high speed imaging systems for 2D and 3D deformation measurements: methodology development and validation Exp. Mech. 47 561-79
70. Sutton M A, Yan J H, Tiwari V, Schreier W H and Orteu J J 2008 The effect of out-of-plane motion on 2D and 3D digital image correlation measurements Opt. Lasers Eng. 46 746-57
71. Yoneyama S, Kikuta H, Kitagawa A and Kitamura K 2006 Lens distortion correction for digital image correlation by measuring rigid body displacement Opt. Eng. 45 023602
72. Yoneyama S, Kitagawa A, Kitamura K and Kikuta H 2006 In-plane displacement measurement using digital image correlation with lens distortion correction JSME Int. J. A 49 458-67 (Pubitemid 46322214)
73. Pan B and Xie H M 2009 Assessment and correction of lens distortion for digital image correlation Acta Metro. Sin. 30 62-7 (in Chinese)
74. Schreier H W and Sutton M A 2002 Systematic errors in digital image correlation due to undermatched subset shape functions Exp. Mech. 42 303-10
75. Lu H and Cary P D 2000 Deformation measurement by digital image correlation: implementation of a second-order displacement gradient Exp. Mech. 40 393-400
76. Giachetti A 2000 Matching techniques to compute image motion Image Vis. Comput. 18 247-60
77. Tong W 2005 An evaluation of digital image correlation criteria for strain mapping applications Strain 41 167-75
78. Pan B, Xie H M, Guo Z Q and Hua T 2007 Full-field strain measurement using a two-dimensional Savitzky-Golay digital differentiator in digital image correlation Opt. Eng. 46 033601
79. ++ Numerical Algorithms (Beijing: Publishing House of Electronics Industry)
80. Schreier H W, Braasch J R and Sutton M A 1999 Systematic errors in digital image correlation caused by intensity interpolation Opt. Eng. 39 2915-21
81. Pan B et al 2006 Performance of sub-pixel registration algorithms in digital image correlation Meas. Sci. Technol. 17 1615-21
82. Zhang Z F et al 2006 A novel coarse-fine search scheme for digital image correlation method Measurement 39 710-8
83. Hild F et al 2002 Multiscale displacement field measurements of compressed mineral-wool samples by digital image correlation Appl. Opt. 41 6815-28
84. Pan B, Xie H, Xia Y and Wang Q 2009 Large deformation measurement based on reliable initial guess in digital image correlation method Acta Optica Sin. 29 400-6 (in Chinese)
85. Pan B and Xie H M 2007 Digital image correlation method with differential evolution J. Optoelectron. Laser 18 100-3 (in Chinese)
86. Pan B 2009 Reliability-guided digital image correlation for image deformation measurement Appl. Opt. 48 1535-42
87. Hung P C and Voloshin P S 2003 In-plane strain measurement by digital image correlation J. Braz. Soc. Mech. Sci. Eng. 25 215-21
88. Wattrisse B C, Muracciole A and Nemoz-Gaillard J M 2001 Analysis of strain localization during tensile tests by digital image correlation Exp. Mech. 41 29-39
89. Pan B, Xu B Q, Chen D and Feng J 2005 Sub-pixel registration using quadratic surface fitting in digital image correlation Acta Metro. Sin. 26 128-34 (in Chinese)
90. Wang M et al 2008 A weighting window applied to the digital image correlation method Opt. Laser Technol. 41 154-8
91. Hua T et al 2007 A new micro-tensile system for measuring the mechanical properties of low dimensional materials-fibers and films Polym. Test 26 513-8
92. Sun W, Quan C G, Tay C J and He X Y 2007 Global and local coordinates in digital image correlation Appl. Opt. 46 1050-6
93. Sun W, Quan C G and He X Y 2008 Dynamic characterization of a microgyroscope by digital image spectrum correlation Opt. Eng. 47 3
94. Wim V P, Assen A S, Ilia R R, Stijn D P, Joris D and Ventseslav C S 2008 Study of the deformation characteristics of window security film by digital image correlation techniques Opt. Lasers Eng. 46 390-7
95. Bruck H A, McNeil S R, Sutton M A and Peters W H 1989 Digital image correlation using Newton-Raphson method of partial differential correction Exp. Mech. 29 261-7
96. Wang H W and Kang Y L 2001 Improved digital speckle correlation method and its application in fracture analysis of metallic foil Opt. Eng. 41 2793-8
97. Davis C Q and Dennis M F 1998 Statistics of subpixel registration algorithms based on spatiotemporal gradients or block matching Opt. Eng. 37 1290-8
98. Zhang J and Jin G C 2003 Application of an improved subpixel registration algorithm on digital speckle correlation measurement Opt. Laser Technol. 35 533-42
99. Pan B, Xu B Q and Li K J 2005 Performance of gradient operators in algorithm of gradient-based sub-pixel registration Opt. Technol. 31 26-31 (in Chinese)
100. Pan B, Chen P and Xu B Q 2005 In-plane displacements measurement by gradient-based digital image correlation Proc. SPIE 5852 544-51
101. Pan B, Asundi A, Xie H M and Gao J X 2009 Digital image correlation using iterative least squares and pointwise least squares for displacement field and strain field measurements Opt. Lasers Eng. at press
102. Meng L B, Jin G C and Yao X F 2007 Application of iteration and finite element smoothing technique for displacement and strain measurement of digital speckle correlation Opt. Lasers Eng. 45 57-63
103. Pilch A, Mahajan A and Chu T C 2004 Measurement of whole-field surface displacements and strain using a genetic algorithm based intelligent image correlation method Trans. ASME, J. Dyn. Syst. Meas. Control 126 479-88
104. Ma S P and Jin G C 2003 Digital speckle correlation method improved by genetic algorithm Acta Mech. Solida Sin. 16 366-73
105. Jin H Q and Bruck H A 2005 Pointwise digital image correlation using genetic algorithms Exp. Tech. 29 36-9
106. Jin H Q and Bruck H A 2005 Theoretical development for pointwise digital image correlation Opt. Eng. 44 1-14
107. Hwang S F, Horn J T and Wang H J 2008 Strain measurement of SU-8 photoresist by a digital image correlation method with a hybrid genetic algorithm Opt. Lasers Eng. 46 281-9
108. Pitter M C, See C W and Somekh M G 2001 Subpixel microscopic deformation analysis using correlation and artificial neural networks Opt Exp. 8 322-7
109. Cheng P et al 2002 Full-field speckle pattern image correlation with B-spline deformation function Exp. Mech. 42 344-52
110. Besnard G et al 2006 Finite-element displacement fields analysis from digital images: application to portevin-le chatelier bands Exp. Mech. 46 789-803
111. Sun Y F et al 2005 Finite element formulation for a digital image correlation method Appl. Opt. 44 7357-63
112. Luo J W, Ying K, He P and Bai J 2005 Properties of Savitzky-Golay digital differentiators Digit. Signal Process. 15 122-36
113. Luo J W, Bai J, He P and Ying K 2004 Axial strain calculation using a low-pass digital differentiator in ultrasound elastography IEEE Trans. Ultrason. Ferroelectr. Freq. Control 51 1119-27
114. Sutton M A, Turner J L, Bruck H A and Chao T A 1991 Full-field representation of discretely sampled surface deformation for displacement and strain analysis Exp. Mech. 31 168-77
115. Wang C C B et al 2002 An automated approach for direct measurement of two-dimensional strain distributions within articular cartilage under unconfined compression Trans. ASME, J. Biomech. Eng. 124 557-67
116. Tong W 1997 Detection of plastic deformation patterns in a binary aluminum alloy Exp. Mech. 37 452-9
117. Xiang G F et al 2007 Time-resolved deformation measurements of the Portevin-Le Chatelier bands Scr. Mater. 56 721-4
118. Lancaster P and Salkauskas K 1981 Surfaces generated by moving least-squares methods Math. Comput. 37 141-58
119. Pan B et al 2006 Data smoothing and strain estimation using Savitzky-Golay filters in digital image correlation Key Eng. Mater. 326-328 155-8
120. Haddadi H and Belhabib S 2008 Use of rigid-body motion for the investigation and estimation of the measurement errors related to digital image correlation technique Opt. Lasers Eng. 46 185-96
121. Lecompte D et al 2006 Quality assessment of speckle patterns for digital image correlation Opt. Lasers Eng. 44 1132-45
122. Yaofeng S and Pang J H L 2007 Study of optimal subset size in digital image correlation of speckle pattern images Opt. Lasers Eng. 45 967-74
123. Pan B, Xie H M, Wang Z Y, Qian K M and Wang Z Y 2008 Study on subset size selection in digital image correlation for speckle patterns Opt. Express 16 7037-48
124. Meng L B, Jin G C and Yao X F 2006 Errors caused by misalignment of the optical camera axis and the object surface in the DSCM J. Tsinghua Univ. (Sci. Technol.) 46 1930-2
125. Helm J D and Deanner J R 2004 Off-axis two-dimensional digital image correlation Proc. 2004 SEM X Int. Congress & Exposition on Experimental and Applied Mechanics (Costa Mesa) 2004-06-1-10CT: SEM
126. Schreier H W, Garcia D and Sutton M A 2004 Advances in light microscope stereo vision Exp. Mech. 44 278-88
127. Jin H and Bruck H A 2005 A new method for characterizing nonlinearity in scanning probe microscopes using digital image correlation Nanotechnology 16 1849-55
128. Wang Z Y et al 2007 Statistical analysis of the effect of intensity pattern noise on the displacement measurement precision of digital image correlation using self-correlated images Exp. Mech. 47 701-7
129. Huang H, Dabiri D and Gharib M 1997 On errors of digital particle image velocimetry Meas. Sci. Technol. 8 1427-40
130. Pan B, Xie H M, Gao J X and Asundi A 2008 Improved speckle projection profilometry for out-of-plane shape measurement Appl. Opt. 47 5527-33
131. Bastawros A F, Bart-Smith H and Evans A G 2000 Experimental analysis of deformation mechanisms in a closed-cell aluminum alloy foam J. Mech. Phys. Solids 48 301-22
132. Chevalier L et al 2001 Digital image correlation used to analyze the multiaxial behavior of rubber-like materials Eur. J. Mech. A 20 169-87
133. Abanto-Bueno J and Lambros J 2002 Investigation of crack growth in functionally graded materials using digital image correlation Eng. Fract. Mech. 69 1695-711
134. Perie J N et al 2002 Analysis of a multiaxial test on a C/C composite by using digital image correlation and a damage model Exp. Mech. 42 318-28
135. Chiang F P 2008 Micro-/nano-speckle method with applications to materials, tissue engineering and heart mechanics Strain 44 27-39
136. Mcneill S R, Peters W H and Sutton M A 1987 Estimation of stress intensity factor by digital image correlation Eng. Fract. Mech. 28 101-12
137. Roux S and Hild F 2006 Stress intensity factor measurements from digital image correlation: post-processing and integrated approaches Int. J. Fract 140 141-57 (Pubitemid 44614765)
138. Yoneyama S, Morimoto Y and Takashi M 2006 Automatic evaluation of mixed-mode stress intensity factors utilizing digital image correlation Strain 42 21-9
139. Lyons J S, Liu J and Sutton M A 1996 High-temperature deformation measurement using digital image correlation Exp. Mech 36 64-70
140. Pan B, Xie H M, Hua T and Asundi A 2009 Measurement of coefficient of thermal expansion of films using digital image correlation method Polym. Test. 28 75-83
141. Hild F and Roux S 2006 Digital image correlation: from displacement measurement to identification of elastic properties-a review Strain 42 69-80
142. Avril S et al 2008 Overview of identification methods of mechanical parameters based on full-field measurements Exp. Mech. 48 381-402
143. Sun Y F and Pang J H L 2008 Experimental and numerical investigations of near-crack-tip deformation in a solder alloy Acta Mater. 56 537-48