Name
Abstract | ||
|---|---|---|
A consistent image registration formulation with B-spline deformation model is proposed. This formulation avoids the computation of the inverse of a deformation in the iterative optimization and allows the analytical computation of both gradient and Hessian of the cost function. Because of the formulation, the algorithm is computationally efficient and could potentially produce more accurate registration results. Experiments show that the proposed algorithm produces promising results while keeping the estimated deformations consistent. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1109/ISBI.2009.5193218 | ISBI |
Keywords | DocType | ISSN |
hessian matrices,b-spline deformation model,accurate registration result,analytical computation,myocardial strain,b-spline,brain mr images,iterative optimization,gradient algorithm,magnetic resonance imaging,new consistent image registration,biomedical mri,proposed algorithm,mri,gradient methods,consistent image registration,image registration,estimated deformation,splines (mathematics),cost function,medical image processing,hessian matrix,consistent image registration formulation,b spline,spline,computational modeling,data mining,strain | Conference | 1945-7928 E-ISBN : 978-1-4244-3932-4 |
ISBN | Citations | PageRank |
978-1-4244-3932-4 | 4 | 0.41 |
References | Authors | |
7 | 6 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Wei Feng | 1 | 4 | 0.41 |
| Stanley J. Reeves | 2 | 138 | 33.98 |
| Thomas S. Denney Jr. | 3 | 37 | 9.17 |
| Steven Lloyd | 4 | 8 | 2.00 |
| Louis Dell'Italia | 5 | 4 | 0.75 |
| Himanshu Gupta | 6 | 2653 | 277.86 |