A New Algebraic Method to 2D Afl>ne Shape Registration

摘要：

In this paper, 2D shape registration problem with affine deformations was studied. First, the registration problem was modeled as an least square problem on Lie group GL(2, R) by combining with the traditional iterative closest point (1CP) method. Then, by Iwasawa decomposition, some reasonable constraints were introduced, which avoid the cases of degenerate. Furthermore, a series of quadratic programming were used to approximate the proposed model and a novel affine registration algorithm was designed. At last, several illustration and comparison experiments were presented to demonstrate the performance and efficiency of the proposed algorithm. Particularly, a way of selecting a good initial registration based on ICA method to achieve the global minimum was suggested.

作者: Shihui Ying Junlan Deng Jianjian Qu Yaxin Peng

作者单位: Department of Mathematics,School of Science,Shanghai University Shanghai,200444,P.R.China

会议类型: 国际会议

会议名称: 2011 3rd International Conference on Computer and Network Technology(ICCNT 2011)(2011第三届IEEE计算机与网络技术国际会议)

会议地点: 太原

会议语种:英文

页码: 477-481

在线出版日期: 2011-02-26（万方平台首次上网日期，不代表论文的发表时间）