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ICIAP
2009
ACM
2009
ACM
Fuzzy Smoothed Composition of Local Mapping Transformations for Non-rigid Image Registration
This paper presents a novel method for medical image registration.
The global transformation is obtained by composing affine transformations,
which are recovered locally from given landmarks. Transformations
of adjacent regions are smoothed to avoid blocking artifacts, so
that a unique continuous and differentiable global function is obtained.
Such composition is operated using a technique derived from fuzzy Cmeans
clustering. The method was successfully tested on several datasets;
results, both qualitative and quantitative, are shown. Comparisons with
other methods are reported. Final considerations on the efficiency of the
technique are explained.
Real-time Traffic| Added | 15 Jan 2010 |
| Updated | 15 Jan 2010 |
| Type | Conference |
| Year | 2009 |
| Where | ICIAP |
| Authors | Edoardo Ardizzone, Orazio Gambino, Roberto Gallea, Roberto Pirrone |
@inproceedings{1618182,
author = {Ardizzone, Edoardo and Gallea, Roberto and Gambino, Orazio and Pirrone, Roberto},
title = {Fuzzy Smoothed Composition of Local Mapping Transformations for Non-rigid Image Registration},
booktitle = {ICIAP '09: Proceedings of the 15th International Conference on Image Analysis and Processing},
year = {2009},
isbn = {978-3-642-04145-7},
pages = {777--786},
location = {Vietri sul Mare, Italy},
doi = {http://dx.doi.org/10.1007/978-3-642-04146-4_83},
publisher = {Springer-Verlag},
address = {Berlin, Heidelberg}
}
author = {Ardizzone, Edoardo and Gallea, Roberto and Gambino, Orazio and Pirrone, Roberto},
title = {Fuzzy Smoothed Composition of Local Mapping Transformations for Non-rigid Image Registration},
booktitle = {ICIAP '09: Proceedings of the 15th International Conference on Image Analysis and Processing},
year = {2009},
isbn = {978-3-642-04145-7},
pages = {777--786},
location = {Vietri sul Mare, Italy},
doi = {http://dx.doi.org/10.1007/978-3-642-04146-4_83},
publisher = {Springer-Verlag},
address = {Berlin, Heidelberg}
}
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