一个扭曲的曲活性光束元件的3D数据集,使用结构-从-运动摄像度数字化
Mateusz Janiszewski1, Serenay Elmas1,2, Athanasios A Markou1
1Department of Civil Engineering, School of Engineering, Aalto University, Finland.
Data in brief
|July 4, 2024
概括
这项研究使用结构-从-运动 (SfM) 摄影法生成了一个轻量束的详细的3D空间数据集. 这一数据集对于结构工程研究,模拟和机器学习应用非常有价值.
科学领域:
- 结构工程 结构工程
- 这是一种摄影计量技术 (photogrammetry).
- 计算力学 计算力学 计算力学
背景情况:
- 准确的3D空间数据对于先进的结构分析至关重要.
- 摄影计量为几何数据采集提供了一种非接触式的方法.
- 轻量级的梁元素在现代建筑和设计中至关重要.
研究的目的:
- 创建一个轻量级光束元件的全面空间数据集.
- 为了数据生成,利用结构从运动 (SfM) 和多视图立体 (MVS) 摄影仪表.
- 为结构工程中的数值建模,模拟和机器学习提供资源.
主要方法:
- 控制的实验室数据采集,使用尺度条来提高准确度.
- 通过光度计软件进行图像处理,生成点云,网格和纹理.
- 创建多分辨率的3D模型 (原始,高聚合,中聚合,低聚合).
主要成果:
- 生成一个详细的三维空间数据集的四条纹扭曲合板梁.
- 通过精细的摄影仪表技术获取准确的几何数据.
- 生产适合各种应用的多种网格分辨率.
结论:
- 生成的数据集是结构工程研究的宝贵资源.
- 这些数据支持数值建模,复杂结构模拟和机器学习.
- 这一数据集可以验证新的光谱和形状寻找技术,特别是对于大的变形.
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