کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7543187 1489367 2018 27 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Topology analysis of global and local RBF transformations for image registration
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
پیش نمایش صفحه اول مقاله
Topology analysis of global and local RBF transformations for image registration
چکیده انگلیسی
For elastic registration, topology preservation is a necessary condition to be satisfied, especially for landmark-based image registration. In this paper, we focus on the topology preservation properties of two different families of radial basis functions (RBFs), known as Gneiting and Matérn functions. Firstly, we consider a small number of landmarks, dealing with the cases of one, two and four landmark matching; in all these situations we analyze topology preservation and compare numerical results with those obtained by Wendland functions. Secondly, we discuss the registration properties of these two families of functions, when we have a larger number of landmarks. Finally, we analyze the behavior of Gneiting and Matérn functions, considering some test examples known in the literature and a real application.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Mathematics and Computers in Simulation - Volume 147, May 2018, Pages 52-72
نویسندگان
, , ,