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2D_Global_AL_Digita​l Image Correlation

version 2.1 (9.88 MB) by Jin
AL-DIC(Augmented Lagrangian DIC) is a fast, parallel-computing DIC algorithm which also considers global kinematic compatibility.

25 Downloads

Updated 18 May 2019

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AL-DIC is a fast, parallel-computing DIC algorithm, which combines advantages of Local Subset DIC (fast, compute in parallel) and Global DIC (guarantee kinematic compatibility).

For full details, and to use this code, please cite our paper:
Yang, J. and Bhattacharya, K. Exp.Mech. (2019) 59: 187. https://doi.org/10.1007/s11340-018-00457-0.

or request full text from:
https://www.researchgate.net/publication/329456141_Augmented_Lagrangian_Digital_Image_Correlation

Here I list some benefits of AL-DIC algorithm:
• Fast algorithm using distributed parallel computing;
• Add global kinematic compatibility as a global constraint in the form of augmented Lagrangian, and implemented using Alternating Direction Method of Multipliers scheme;
• Correlate both displacement fields and affine deformation gradients at the same time;
• Don’t need much manual experience of choosing displacement smoothing filters.
• Work 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.

Cite As

Yang, Jin. 2D_ALDIC. CaltechDATA, 2019, doi:10.22002/d1.1188.

View more styles

Yang, J. and Bhattacharya, K. Augmented Lagrangian Digital Image Correlation. Exp.Mech. 59: 187, 2018. https://doi.org/10.1007/s11340-018-00457-0.

Comments and Ratings (2)

Hao Zhou

Really good code, strongly recommend!

LU XU

Updates

2.1

Correct typos.

2.0

1. Multi-frames image sequence can be loaded automatically. 2. We can Provide output deformation fields with original DIC grayscale images as the background. 3. ALDIC Subproblem 2 can handle both finite difference and finite element scheme.

1.6

Update Manual

1.5

Change logo image.

1.4

Change logo image

1.3

Change logo image

1.2

Add researchgate paper add

1.1

Change folder name.

MATLAB Release Compatibility
Created with R2018b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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