Viewpoints Selection of 3D Object Recognition Based on Manifold Topological Multi-resolution Analysis Method

摘要：

　　Viewpoints selection is a key pan in 3D object recognition since 3D object can be represented by a set of 2D projections.In this paper, we discuss a new method to select viewpoints of 3D object recognition.Based on manifold topological multi-resolution analysis method (MMA), manifold information which represents the intrinsic feature of 3D objects is used, thus the viewpoints selected are more distinctive.We compared with 7 viewpoints method which provides us a simple and effective way to select viewpoints.Experiments demonstrate that the method based on MMA is effective and performances better than 7 viewpoints method in 3D object recognition.

关键词： 3D object recognition Manifold topological multi-resolution analysis Viewpoint LLE 2D projections

作者: Xiang Wang Huimin Ma Jiayun Hou

作者单位: Department of Electronic Engineering, Tsinghua University, Beijing, China

会议类型: 国际会议

会议名称: 10th Conference on Image and Graphics Technologies and Applications(第十届图像图形技术与应用学术会议)

会议地点: 北京

会议语种:英文

页码: 1-9

在线出版日期: 2015-06-19（万方平台首次上网日期，不代表论文的发表时间）