Name
Title | ||
|---|---|---|
Consistent and elastic registration of histological sections using vector-spline regularization |
Abstract | ||
|---|---|---|
Here we present a new image registration algorithm for the alignment of histological sections that combines the ideas of B-spline based elastic registration and consistent image registration, to allow simultaneous registration of images in two directions (direct and inverse). In principle, deformations based on B-splines are not invertible. The consistency term overcomes this limitation and allows registration of two images in a completely symmetric way. This extension of the elastic registration method simplifies the search for the optimum deformation and allows registering with no information about landmarks or deformation regularization. This approach can also be used as the first step to solve the problem of group-wise registration. |
Year | DOI | Venue |
|---|---|---|
2006 | 10.1007/11889762_8 | CVAMIA |
Keywords | Field | DocType |
histological section,optimum deformation,vector-spline regularization,elastic registration method,group-wise registration,elastic registration,deformation regularization,new image registration algorithm,simultaneous registration,consistency term,consistent image registration,image registration | Spline (mathematics),Inverse,Computer vision,Computer science,Regularization (mathematics),Artificial intelligence,Invertible matrix,Deformation (mechanics),Elasticity (economics),Image registration | Conference |
Volume | ISSN | ISBN |
4241 | 0302-9743 | 3-540-46257-0 |
Citations | PageRank | References |
31 | 2.36 | 7 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ignacio Arganda-Carreras | 1 | 71 | 8.02 |
| Carlos O S Sorzano | 2 | 100 | 8.98 |
| Roberto Marabini | 3 | 53 | 10.17 |
| José María Carazo | 4 | 654 | 56.25 |
| Carlos Ortiz-de-Solorzano | 5 | 233 | 23.07 |
| Jan Kybic | 6 | 500 | 48.38 |