Title
Guiding multimodal registration with learned optimization updates.
Abstract
•Supervised learning method to learn the transformation aligning a pair of images directly from their appearance.•Application to a broad range of imaging modalities.•Registration with increased capture range when compared to other similarity metrics.•Flexibility to be used with different parametrizations.
Year
DOI
Venue
2017
10.1016/j.media.2017.05.002
Medical Image Analysis
Keywords
Field
DocType
Image registration,Machine learning,Multimodal registration,Motion estimation
Modalities,Computer vision,Feature vector,Pattern recognition,Parametrization,Regression,Computer science,Artificial intelligence,Motion estimation,Generality,Image registration,Visual appearance
Journal
Volume
ISSN
Citations 
41
1361-8415
3
PageRank 
References 
Authors
0.39
30
4
Name
Order
Citations
PageRank
Benjamín Gutiérrez-Becker1362.18
Diana Mateus241732.74
Loïc Peter3526.50
Nassir Navab411129.48