摘要
针对利用高精度转台进行配准模型的顶部和底部与模型进行配准时效果不佳的问题,提出一种面向全自动三维扫描系统的多视角三维数据自动配准方案.对待扫描模型,利用单轴高精度转台获取由不同角度扫描的点云数据,先使用一种快速简单的方法求解转台中轴,利用中轴将多片点云拼合得到模型主体;再通过点云包围盒变换,完成点云的初始配准,并通过改进的ICP算法完成点云的精确配准.实验结果表明,该方法具有较好的操作性和较高的精度.
This paper reports an automated multi-view three-dimensional data registration scheme for fully-automated three-dimensional scanning system.We used single-axis precise turntable to help to get multi-view point cloud and to integrate them together.First,we used a quick and easy way to get the three-dimensional information of the turntable’s central axis,and then integrated the multi-view point cloud to get model body via the axis.After that we completed the initial registration of point cloud with the help of minimum bounding box.At last we completed the precise registration using improved ICP algorithm.In this paper,we provided several suggestions for the imprecise registration problem between the top and the bottom of the model.At the end of this paper,experiment results are presented,and experiments show that the scheme has good maneuverability and high accuracy.
出处
《吉林大学学报（理学版）》
CAS
CSCD
北大核心
2014年第2期319-325,共7页
Journal of Jilin University:Science Edition
基金
国家自然科学基金(批准号:61002040
60973091)
关键词
三维拼接
ICP算法
最小包围盒
3D integration
ICP algorithm
minimum bounding box
