Published June 12, 2020 | Version v3
Software Open

Augmented Lagrangian Digital Image Correlation (2D_ALDIC)

Jin Yang1 ORCID icon
  • 1. ROR icon California Institute of Technology

Description

AL-DIC(Augmented Lagrangian DIC) is a fast, parallel-computing hybrid DIC algorithm, which combines advantages of local subset DIC method (fast computation speed, and parallel computing) and finite-element-based global DIC method (guarantee global kinematic compatibility and decrease noise). Advantages of AL-DIC algorithm [1] It's a fast algorithm using distributed parallel computing. [2] Global kinematic compatibility is added as a global constraint in the form of augmented Lagrangian, and solved using Alternating Direction Method of Multipliers scheme. [3] Both displacement fields and affine deformation gradients are correlated at the same time. [4] No need of much manual experience about choosing displacement smoothing filters. [5] It works well with compressed DIC images and adaptive mesh. See our paper: Yang, J. & Bhattacharya, K. Exp Mech (2019). https://doi.org/10.1007/s11340-018-00459-y; [6] Both accumulative and incremental DIC modes are implemented to deal with image sequences, which is especially quite useful for very large deformations.

Other

Prerequisites & Installation AL-DIC MATLAB code was tested on MATLAB versions later than R2018a. Both single thread and parallel computing features are included in AL-DIC code. Please download and unzip the code to the MATLAB working path. Then, execute the mail file main_ALDIC.m.

Other

Related Publication: Augmented Lagrangian Digital Image Correlation Jin Yang Experimental Mechanics https://doi.org/10.1007/s11340-018-00457-0 eng

Files

2D_ALDIC-v3.zip
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Additional details

Created:
September 8, 2022
Modified:
November 28, 2022