SIFT-aided path-independent digital image correlation accelerated by parallel computing
Current iterative digital image correlation (DIC) algorithms can efficiently converge at the
deformation vector with high accuracy when they are fed with reliable initial guess. Thus, the …
deformation vector with high accuracy when they are fed with reliable initial guess. Thus, the …
Path-independent digital image correlation with high accuracy, speed and robustness
The initial guess transferring mechanism is widely used in iterative DIC algorithms and leads
to path-dependence. Using the known deformation at a processed point to estimate the …
to path-dependence. Using the known deformation at a processed point to estimate the …
Automated initial guess in digital image correlation aided by Fourier–Mellin transform
The state-of-the-art digital image correlation (DIC) method using iterative spatial-domain
cross correlation, eg, the inverse-compositional Gauss–Newton algorithm, for full-field …
cross correlation, eg, the inverse-compositional Gauss–Newton algorithm, for full-field …
Improved initial guess with semi-subpixel level accuracy in digital image correlation by feature-based method
The quality initial guess of deformation parameters in digital image correlation (DIC) has a
serious impact on convergence, robustness, and efficiency of the following subpixel level …
serious impact on convergence, robustness, and efficiency of the following subpixel level …
Accelerating parallel digital image correlation computation with feature mesh interpolation
Parallel digital image correlation (DIC) computation has been increasingly used in DIC
community due to the growing requirement on real-time deformation monitoring. In existing …
community due to the growing requirement on real-time deformation monitoring. In existing …
Full-automatic seed point selection and initialization for digital image correlation robust to large rotation and deformation
X Zou, B Pan - Optics and Lasers in Engineering, 2021 - Elsevier
Accurate initial guess plays a key role to realize full-automatic digital image correlation (DIC)
analysis, especially when large rotational deformation presents in deformed images. In this …
analysis, especially when large rotational deformation presents in deformed images. In this …
[HTML][HTML] Performance of global look-up table strategy in digital image correlation with cubic B-spline interpolation and bicubic interpolation
Global look-up table strategy proposed recently has been proven to be an efficient method
to accelerate the interpolation, which is the most time-consuming part in the iterative sub …
to accelerate the interpolation, which is the most time-consuming part in the iterative sub …
Noise robustness and parallel computation of the inverse compositional Gauss–Newton algorithm in digital image correlation
X Shao, X Dai, X He - Optics and Lasers in Engineering, 2015 - Elsevier
Abstract The inverse compositional Gauss–Newton (IC-GN) algorithm is one of the most
popular sub-pixel registration algorithms in digital image correlation (DIC). The IC-GN …
popular sub-pixel registration algorithms in digital image correlation (DIC). The IC-GN …
A fast digital image correlation method for deformation measurement
B Pan, K Li - Optics and Lasers in Engineering, 2011 - Elsevier
Fast and high-accuracy deformation analysis using digital image correlation (DIC) has been
increasingly important and highly demanded in recent years. In literature, the DIC method …
increasingly important and highly demanded in recent years. In literature, the DIC method …
Initial guess by improved population-based intelligent algorithms for large inter-frame deformation measurement using digital image correlation
J Zhao, P Zeng, L Lei, Y Ma - Optics and Lasers in Engineering, 2012 - Elsevier
Digital image correlation (DIC) has received a widespread research and application in
experimental mechanics. In DIC, the performance of subpixel registration algorithm (eg …
experimental mechanics. In DIC, the performance of subpixel registration algorithm (eg …
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