TY - JOUR
T1 - Implementation and evaluation of optical flow methods for two-dimensional deformation measurement in comparison to digital image correlation
AU - Hartmann, Christoph
AU - Wang, Jue
AU - Opristescu, Daniel
AU - Volk, Wolfram
N1 - Publisher Copyright:
© 2018 Elsevier Ltd
PY - 2018/8
Y1 - 2018/8
N2 - In experimental solid mechanics optical methods allow for non-contact derivation of full-field information. In this paper, optical flow based deformation measurement routines are implemented and compared to various commonly used digital image correlation procedures. The global Horn–Schunck and the local Lucas–Kanade optical flow method are utilized and adapted for large deformation measurement. Systematic tests with synthetic images are carried out for a detailed comparison of optical flow and correlation methods for varying subset sizes, noise levels, shape functions and gray level interpolations. The synthetic test data consists of rigid translation, different sinusoidal displacements and planar rotation. Within the study, the displacement calculation and the subsequent strain calculation are discussed and analyzed separately. Furthermore, the additive effect of measurement errors, when calculating with more than two successive images is investigated. Real experimental data is processed by all implemented methods and finally compared for validation and verification purposes.
AB - In experimental solid mechanics optical methods allow for non-contact derivation of full-field information. In this paper, optical flow based deformation measurement routines are implemented and compared to various commonly used digital image correlation procedures. The global Horn–Schunck and the local Lucas–Kanade optical flow method are utilized and adapted for large deformation measurement. Systematic tests with synthetic images are carried out for a detailed comparison of optical flow and correlation methods for varying subset sizes, noise levels, shape functions and gray level interpolations. The synthetic test data consists of rigid translation, different sinusoidal displacements and planar rotation. Within the study, the displacement calculation and the subsequent strain calculation are discussed and analyzed separately. Furthermore, the additive effect of measurement errors, when calculating with more than two successive images is investigated. Real experimental data is processed by all implemented methods and finally compared for validation and verification purposes.
KW - Deformation measurement
KW - Digital image correlation
KW - Displacement measurement
KW - Optical flow
KW - Strain measurement
KW - Systematic evaluation
UR - http://www.scopus.com/inward/record.url?scp=85044449244&partnerID=8YFLogxK
U2 - 10.1016/j.optlaseng.2018.03.021
DO - 10.1016/j.optlaseng.2018.03.021
M3 - Article
AN - SCOPUS:85044449244
SN - 0143-8166
VL - 107
SP - 127
EP - 141
JO - Optics and Lasers in Engineering
JF - Optics and Lasers in Engineering
ER -