Name
Title | ||
|---|---|---|
A fast nonrigid image registration with constraints on the Jacobian using large scale constrained optimization. |
Abstract | ||
|---|---|---|
This paper presents a new nonrigid monomodality image registration algorithm based on B-splines. The deformation is described by a cubic B-spline field and found by minimizing the energy between a reference image and a deformed version of a floating image. To penalize noninvertible transformation, we propose two different constraints on the Jacobian of the transformation and its derivatives. The p... |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1109/TMI.2007.905820 | IEEE Transactions on Medical Imaging |
Keywords | Field | DocType |
Image registration,Jacobian matrices,Large-scale systems,Constraint optimization,Image segmentation,Deformable models,Image resolution,Cost function,Magnetic resonance,Energy resolution | B-spline,Computer vision,Mathematical optimization,Jacobian matrix and determinant,Segmentation,Image segmentation,Artificial intelligence,Deformation (mechanics),Image resolution,Mathematics,Image registration,Constrained optimization | Journal |
Volume | Issue | ISSN |
27 | 2 | 0278-0062 |
Citations | PageRank | References |
27 | 1.23 | 25 |
Authors | ||
1 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Michaël Sdika | 1 | 81 | 9.17 |