a novel dynamic multilevel technique for image registration论文.pdf

Computers and Mathematics with Applications 69 (2015) 909–925 Contents lists available at ScienceDirect Computers and Mathematics with Applications journal homepage: /locate/camwa A novel dynamic multilevel technique for image registration Yue Jia a , Yongjie Zhang b , Timon Rabczuk a,∗ a Institute of Structural Mechanics, Bauhaus-Universität Weimar, Germany b Department of Mechanical Engineering, Carnegie Mellon University, USA a r t i c l e i n f o a b s t r a c t Article history: We present a novel dynamic multilevel technique for solving image registration problems. Received 17 March 2014 The development is carried out to construct a spatial transformation based on cubic B- Received in revised form 14 December 2014 spline basis functions and determine the control points dynamically. Unlike FEM-based Accepted 8 February 2015 image registration methods, we do not have the difficulty of solving a complicated matrix Available online 24 March 2015 system. In addition, the presented method is enhanced by a multilevel technique, which makes it more efficient and flexible. The numerical results and several comparison studies Keywords: on real bio-medical images show our technique is stable, accurate and fast, especially for Image registration Dynamical multilevel modeling large deformation registration problems. Large deformation © 2015 Elsevier Ltd. All rights reserved. Cubic B-splines Bio-m