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[HTML][HTML] OpenCorr: An open source library for research and development of digital image correlation
Z Jiang - Optics and Lasers in Engineering, 2023 - Elsevier
OpenCorr is an open source C++ library made for research and development of digital
image correlation (DIC) technology. It provides full-function modules of 2D and stereo DIC …
image correlation (DIC) technology. It provides full-function modules of 2D and stereo DIC …
StrainNet-3D: Real-time and robust 3-dimensional speckle image correlation using deep learning
G Wang, L Zhang, X Yao - Optics and Lasers in Engineering, 2022 - Elsevier
This paper proposes a methodology of applying convolutional neural network (CNN) in
solving 3D-DIC tasks. First, a multi-configuration stereo speckle dataset generation …
solving 3D-DIC tasks. First, a multi-configuration stereo speckle dataset generation …
R3-DICnet: an end-to-end recursive residual refinement DIC network for larger deformation measurement
J Yang, K Qian, L Wang - Optics Express, 2023 - opg.optica.org
Digital image correlation (DIC) is an optical metrology method for measuring object
deformation and has been widely used in many fields. Recently, the deep learning based …
deformation and has been widely used in many fields. Recently, the deep learning based …
Image feature based quality assessment of speckle patterns for digital image correlation measurement
A novel method is proposed to assess the quality of speckle patterns for deformation
measurement using the digital image correlation (DIC) technique. Different from existing …
measurement using the digital image correlation (DIC) technique. Different from existing …
Path independent stereo digital image correlation with high speed and analysis resolution
Path independent strategy is introduced into stereo digital image correlation, in which high
accuracy is attained through the inverse compositional Gauss-Newton (IC-GN) algorithm …
accuracy is attained through the inverse compositional Gauss-Newton (IC-GN) algorithm …
An improved iterative update strategy and high-order shape functions for digital image correlation
Digital image correlation (DIC) is a widely used technique for measuring displacement fields
in various applications. However, traditional DIC algorithms, constrained by the low-order …
in various applications. However, traditional DIC algorithms, constrained by the low-order …
Initializing and accelerating Stereo-DIC computation using semi-global matching with geometric constraints
Abstract Stereo Digital Image Correlation (Stereo-DIC) has become a mainstream optical
metrology technique for quantitatively analyzing full-field 3D shape, displacement, or …
metrology technique for quantitatively analyzing full-field 3D shape, displacement, or …
Deep learning for complex displacement field measurement
Traction force microscopy (TFM) is one of the most successful and broadly-used force
probing technologies to quantify the mechanical forces in living cells. The displacement …
probing technologies to quantify the mechanical forces in living cells. The displacement …
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 …
Effects of compressed speckle image on digital image correlation for vibration measurement
Y Wang, Z Huang, P Zhu, R Zhu, T Hu, D Zhang… - Measurement, 2023 - Elsevier
Digital image correlation (DIC) can accurately measure subpixel displacement field based
on speckle images. However, in vibration measurement, the extensive high-resolution …
on speckle images. However, in vibration measurement, the extensive high-resolution …