节点文献
结构光栅测量系统中散乱点云配准算法研究
Research on scattered point cloud registration algorithm used in structure light measure system
【摘要】 提出一种基于映射不变量的点云配准算法,首先采用主方向贴合方法做配准预处理,再根据映射不变量寻找对应点,建立对应关系,最后用SVD分解迭代计算刚体变换。该算法具有精确度高的特点,并且在实际应用中验证了配准效果和算法稳定性。
【Abstract】 A novel registration method for point clouds based on the invariants of Gaussian images is presented.Firstly,the initial regisration was used to complete the prepare.Then corresponding points are found through the invariants of Gaussian images.The rigid transformation of the registration is obtained in an iterative process by using SVD methond.
【关键词】 配准;
不变量;
刚体变换;
SVD算法;
【Key words】 Registration; Invariant; Ragid transformation; SVD algorithm;
【Key words】 Registration; Invariant; Ragid transformation; SVD algorithm;
【基金】 黑龙江省自然科学基金重点项目(ZJG0607-01)
- 【文献出处】 机械设计与制造 ,Machinery Design & Manufacture , 编辑部邮箱 ,2009年09期
- 【分类号】TP391.41
- 【被引频次】7
- 【下载频次】137