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Published on: May 23, 2017
3D dataset of a twisted bending-active beam element digitized using structure-from-motion photogrammetry
Mateusz Janiszewski1, Serenay Elmas1,2, Athanasios A Markou1
1Department of Civil Engineering, School of Engineering, Aalto University, Finland.
This study generated a detailed 3D spatial dataset of a lightweight beam using Structure-from-Motion (SfM) photogrammetry. This dataset is valuable for structural engineering research, simulations, and machine learning applications.
Area of Science:
- Structural Engineering
- Photogrammetry
- Computational Mechanics
Background:
- Accurate 3D spatial data is crucial for advanced structural analysis.
- Photogrammetry offers a non-contact method for geometric data acquisition.
- Lightweight beam elements are vital in modern construction and design.
Purpose of the Study:
- To create a comprehensive spatial dataset of a lightweight beam element.
- To utilize Structure-from-Motion (SfM) and Multi-view Stereo (MVS) photogrammetry for data generation.
- To provide a resource for numerical modeling, simulations, and machine learning in structural engineering.
Main Methods:
- Controlled laboratory data collection using scale bars for accuracy.
- Image processing via photogrammetric software to generate point clouds, meshes, and textures.
- Creation of multi-resolution 3D models (raw, high-poly, medium-poly, low-poly).
Main Results:
- Generation of a detailed 3D spatial dataset of a four-strip twisted plywood beam.
- Acquisition of accurate geometric data through meticulous photogrammetric techniques.
- Production of diverse mesh resolutions suitable for various applications.
Conclusions:
- The generated dataset is a valuable resource for structural engineering research.
- The data supports numerical modeling, complex structure simulations, and machine learning.
- This dataset can validate new photogrammetry and form-finding techniques, especially for large deformations.
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