首页> 外文会议>International Symposium on Instrumentation and Control Technology; 20061013-15; Beijing(CN) >A SIMPLE BUT HIGH PRECISION REGISTRATION METHOD IN 3D VISION MEASUREMENT
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A SIMPLE BUT HIGH PRECISION REGISTRATION METHOD IN 3D VISION MEASUREMENT

机译:3D视觉测量中的简单但高精度的配准方法

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3D vision measurement is a popular technique to solve non-contact and non-destructive measurement task. In any 3D measurement technology, registration is a very important procedure to put two adjacent but different areas into one area. And it is a key step to ensure the final 3D measurement precision. Most algorithms used to solve the registration problem can be classified to either area-based techniques or feature-based techniques. Feature-based technique is the most commonly used method in 3D and 2D registration. Some flags may be pasted or signed on the entities in order to make the common area easy to be identified. A lot of researcher focus on feature-based technique, and present some algorithms to compute the rotation matrix and translation matrix, to solve the registration problem. But the registration effect is poor and the object usually distorts its real shape. We present a novel registration method, without complex algorithms; just use the searching merits of computer program. Rotation matrix is computed by three key angles ψ, θ, and Φ. If these angles are found with high precision, the rotation matrix will be confirmed. Then the translation matrix can be calculated using the coordinates of three common points. From a lot of experiments, the proposed registration method is proved that it is a simple, easy programmed, easy operated, and with high precision. Furthermore, it can be widely used in any other 3D measurement system.
机译:3D视觉测量是解决非接触式和非破坏性测量任务的一种流行技术。在任何3D测量技术中,配准都是将两个相邻但不同的区域放入一个区域的非常重要的过程。这是确保最终3D测量精度的关键一步。用于解决注册问题的大多数算法可以分类为基于区域的技术或基于特征的技术。基于特征的技术是3D和2D配准中最常用的方法。某些标志可能会粘贴或签名在实体上,以使公共区域易于识别。许多研究者关注基于特征的技术,并提出了一些算法来计算旋转矩阵和平移矩阵,以解决配准问题。但是配准效果很差,并且物体通常会扭曲其真实形状。我们提出了一种新颖的注册方法,无需复杂的算法;只需使用计算机程序的搜索功能即可。旋转矩阵由三个键角ψ,θ和Φ计算。如果以高精度找到这些角度,则将确定旋转矩阵。然后,可以使用三个公共点的坐标来计算平移矩阵。从大量的实验中,证明了所提出的配准方法是一种简单,易于编程,易于操作且具有高精度的配准方法。此外,它可以广泛用于任何其他3D测量系统中。

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