Towards High Performance Digital Volume Correlation

Experimental Mechanics

Volumn 51, Issue 4, 2011, Pages 491-507

  Gates, M ^a   Lambros, J ^a   Heath, M T ^a  

^a University of Illinois at Urbana Champaign   (United States)

Author keywords

Digital volume correlation; Parallel computing; Smoothing splines; Strain measurement; X ray tomography

Indexed keywords

3-D IMAGE; DIGITAL IMAGE CORRELATIONS; EFFICIENCY IMPROVEMENT; EFFICIENT IMPLEMENTATION; EMBEDDED PARTICLES; IMAGE ACQUISITION TIME; MEMORY REQUIREMENTS; MICRO CT; MICRON SCALE; NOISY IMAGE; PARALLEL COMPUTING; POLYMER SAMPLES; SMOOTHING SPLINE; SMOOTHING SPLINES; SPLINE INTERPOLATION; STRAIN FIELDS; THREE-DIMENSIONAL (3D); TRICUBIC SPLINES; VOLUME CORRELATIONS; X-RAY MICRO-CT; X-RAY TOMOGRAPHY;

ALGORITHMS; CONTOUR MEASUREMENT; CORRELATION METHODS; IMAGING SYSTEMS; INTERPOLATION; PARALLEL ARCHITECTURES; SPLINES; STRAIN GAGES; STRAIN MEASUREMENT; THREE DIMENSIONAL; X RAYS; PARALLEL PROCESSING SYSTEMS;

COMPUTERIZED TOMOGRAPHY;

EID: 79953664884     PISSN: 00144851     EISSN: 17412765     Source Type: Journal    
DOI: 10.1007/s11340-010-9445-0     Document Type: Article

References (36)

1. Efstathiou C, Sehitoglu H, Lambros J (2010) Multiscale strain measurements of plastically deforming polycrystalline titanium: Role of deformation heterogeneities. Int J Plast 26: 93-106.
2. Liu C (2005) On the minimum size of representative volume element: An experimental investigation. Exp Mech 45(3): 238-243.
3. Moulart R, Rotinat R, Pierron F (2009) Full-field evaluation of the onset of microplasticity in a steel specimen. Mech Mater 41: 1207-1222.
4. Bay BK, Smith TS, Fyhrie DP, Saad M (1999) Digital volume correlation: three-dimensional strain mapping using X-ray tomography. Exp Mech 39: 217-226.
5. Liu L, Morgan EF (2007) Accuracy and precision of digital volume correlation in quantifying displacements and strains in trabecular bone. J Biomech 40: 3516-3520.
6. Smith TS, Bay BK, Rashid MM (2002) Digital volume correlation including rotational degrees of freedom during minimization. Exp Mech 42: 272-278.
7. Zauel R, Yeni YN, Bay BK, Dong XN, Fyhrie DP (2006) Comparison of the linear finite element prediction of deformation and strain of human cancellous bone to 3D digital volume correlation measurements. J Biomech Eng 128: 1-6.
8. Lenoir N, Bornert M, Desrues J, Besuelle P, Viggiani G (2007) Volumetric digital image correlation applied to X-ray microtomography images from triaxial compression tests on argillaceous rock. Strain 43: 193-205.
9. Roux S, Hild F, Viot P, Bernard D (2008) Three-dimensional image correlation from X-ray computed tomography of solid foam. Composites: Part A 39: 1253-1265.
10. Forsberg F, Sjödahl M, Mooser R, Hack E, Wyss P (2010) Full three-dimensional strain measurements on wood exposed to three-point bending: analysis by use of digital volume correlation applied to synchrotron radiation micro-computed tomography image data. Strain 46: 47-60.
11. Forsberg F, Siviour CR (2009) 3D deformation and strain analysis in compacted sugar using X-ray microtomography and digital volume correlation. Meas Sci Technol 20: 1-8.
12. Hall SA, Bornert M, Desrues J, Pannier Y, Lenoir N, Viggiani G, Besuelle P (2010) Discrete and continuum analysis of localised deformation in sand using X-ray μCT and volumetric digital image correlation. Geotechnique 60(5): 315-322.
13. Rannou J, Limodin N, Rethore J, Gravouil A, Ludwig W, Baïetto-Dubourg MC, Buffiere JY, Combescure A, Hild F, Roux S (2010) Three dimensional experimental and numerical multiscale analysis of a fatigue crack. Comput Methods Appl Mech Eng 199: 1307-1325.
14. Carroll J, Efstathiou C, Lambros J, Sehitoglu H, Hauber B, Spottswood S, Chona R (2009) Investigation of fatigue crack closure using multiscale image correlation experiments. Eng Fract Mech 76: 2384-2398.
15. Franck C, Hong S, Maskarinec S, Tirrell D, Ravichandran G (2007) Three-dimensional full-field measurements of large deformations in soft materials using confocal microscopy and digital volume correlation. Exp Mech 47: 427-438.
16. Germaneau A, Doumalin P, Dupre JC (2007) 3D strain field measurement by correlation of volume images using scattered light: recording of images and choice of marks. Strain 43: 207-218.
17. Haldrup K, Nielsen S, Mishnaevsky Jr L, Beckman F, Wert J (2006) 3-dimensional strain fields from tomographic measurements. In: Proceedings of SPIE 6318, 63, 181B.
18. Verhulp E, van Rietbergen B, Huiskes R (2004) A three-dimensional digital image correlation technique for strain measurements in microstructures. J Biomech 37: 1313-1320.
19. Limodin N, Rethore J, Adrien J, Buffiere JY, Hild F, Roux S (2010) Analysis and artifact correction for volume correlation measurements using tomographic images from a laboratory x-ray source. Exp Mech. doi: 10. 1007/s11340-010-9397-4.
20. Hild F, Maire E, Roux S, Witz JF (2009) Three-dimensional analysis of a compression test on stone wool. Acta Mater 57: 3310-3320.
21. Kobayashi M, Toda H, Kawai Y, Ohgaki T, Uesugi K, Wilkinson DS, Kobayashi T, Aoki Y, Nakazawa M (2008) High-density three-dimensional mapping of internal strain by tracking microstructural features. Acta Mater 56: 2167-2181.
22. Bruck H, McNeill S, Sutton M, Peters III W (1989) Digital image correlation using Newton-Raphson method of partial differential correction. Exp Mech 29: 261-267.
23. Schreier HW, Braasch JR, Sutton MA (2000) Systematic errors in digital image correlation caused by intensity interpolation. Opt Eng 39: 2915-2921.
24. MathWorks, Inc (2009) MATLAB. Natick, MA.
25. Chu T, Ranson W, Sutton M, Peters W (1985) Applications of digital-image-correlation techniques to experimental mechanics. Exp Mech 25: 232-244.
26. Schoenberg IJ (1946) Contributions to the problem of approximation of equidistant data by analytic functions. Q Appl Math 4: 45-99.
27. Dierckx P (1993) Curve and surface fitting with splines. Oxford University Press.
28. de Boor C (1978) A practical guide to splines. Springer-Verlag.
29. Buis PE, Dyksen WR (1996) Efficient vector and parallel manipulation of tensor products. ACM Trans Math Softw 22(1): 18-23.
30. McCalpin JD (1995) Memory bandwidth and machine balance in current high performance computers. IEEE Computer Society Technical Committee on Computer Architecture (TCCA) Newsletter.
31. Bartels RH, Beatty JC, Barsky BA (1995) An introduction to splines for use in computer graphics and geometric modeling. Morgan Kaufmann.
32. Anderson E et al (1999) LAPACK users' guide, 3rd edn. SIAM.
33. Reinsch CH (1967) Smoothing by spline functions. Numer Math 10: 177-183.
34. MPI Forum (2009) MPI: a message-passing interface standard. http://www. mpi-forum. org/.
35. Goodier JN (1933) Concentration of stress around spherical and cylindrical inclusions and flaws. J Appl Mech 55(7): 39-44.
36. Lötters JC, Olthuis W, Veltink PH, Bergveld P (1997) The mechanical properties of the rubber elastic polymer polydimethylsiloxane for sensor applications. J Micromechanics Microengineering 7: 145-147.