Analysis of Compactly Supported Transformations for Landmark-based Image Registration

被引：6
|
作者：
Cavoretto, Roberto [1 ]
De Rossi, Alessandra [1 ]
机构：
[1] Univ Turin, Dept Math G Peano, I-10123 Turin, Italy
来源：
APPLIED MATHEMATICS & INFORMATION SCIENCES | 2013年 / 7卷 / 06期
关键词：
Scattered data interpolation; radial basis functions; Wendland's functions; elastic registration; RADIAL BASIS FUNCTIONS; SPLINES;
D O I：
10.12785/amis/070602
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
In this paper we consider landmark-based image registration using radial basis function interpolation schemes. More precisely, we analyze some landmark-based image transformations using compactly supported radial basis functions such as Wendland's, Wu's, and Gneiting's functions. Comparisons of interpolation techniques are performed and numerical experiments show differences in accuracy and smoothness of them in some test cases. Finally, a real-life case with medical images is considered.
引用
收藏
页码：2113 / 2121
页数：9
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