A novel dynamic multilevel technique for image registration

被引：14

作者：

Jia, Yue ^{[1
]}

Zhang, Yongjie ^{[2
]}

Rabczuk, Timon ^{[1
]}

机构：

[1] Bauhaus Univ Weimar, Inst Struct Mech, Weimar, Germany

[2] Carnegie Mellon Univ, Dept Mech Engn, Pittsburgh, PA 15213 USA

来源：

COMPUTERS & MATHEMATICS WITH APPLICATIONS | 2015年 / 69卷 / 09期

基金：

美国国家科学基金会;

关键词：

Image registration; Dynamical multilevel modeling; Large deformation; Cubic B-splines; Bio-medical images; MESHLESS METHODS;

D O I：

10.1016/j.camwa.2015.02.010

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

We present a novel dynamic multilevel technique for solving image registration problems. The development is carried out to construct a spatial transformation based on cubic B-spline basis functions and determine the control points dynamically. Unlike FEM-based image registration methods, we do not have the difficulty of solving a complicated matrix 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 on real bio-medical images show our technique is stable, accurate and fast, especially for large deformation registration problems. (C) 2015 Elsevier Ltd. All rights reserved.

引用

页码：909 / 925

页数：17

共 31 条

[1]

[Anonymous], 2009, ISOGEOMETRIC ANAL

[2] An automatic image registration for applications in remote sensing [J].

Bentoutou, Y ;

Taleb, N ;

Kpalma, K ;

Ronsin, J .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (09) :2127-2137

[3]

Bookstein F. L., 1993, Journal of Mathematical Imaging and Vision, V3, P231, DOI 10.1007/BF01248355

[4]

Brown L.G., 1992, ACM COMPUT SURV, V24, P326

[5]

Farin G., 1999, CURVES SURFACES CAGD, VFifth

[6] Rigid, affine and locally affine registration of free-form surfaces [J].

Feldmar, J ;

Ayache, N .

INTERNATIONAL JOURNAL OF COMPUTER VISION, 1996, 18 (02) :99-119

[7]

Ferrant M, 1999, LECT NOTES COMPUT SC, V1679, P202

[8]

Goshtasby A., 2005, 2D 3D IMAGE REGISTRA

[9]

Gower J. C., 2004, Procrustes Problems

[10]

Guoliang Xu, 2010, Proceedings 3rd International Congress on Image and Signal Processing (CISP 2010), P2565, DOI 10.1109/CISP.2010.5648172

← 1 2 3 4 →