User: Guest  Login
Document type:
Konferenzbeitrag 
Author(s):
Zikic, D.; Kamen, A.; Navab, N. 
Title:
Natural Gradients for Deformable Registration 
Abstract:
We apply the concept of natural gradients to deformable registration. The motivation stems from the lack of physical interpretation for gradients of image-based difference measures. The main idea is to endow the parameter space of displacements with a distance metric which reflects the variation of the difference measure between two displacments. This is in contrast to standard approaches which assume the Euclidean frame. The modification of the distance metric is realized by treating the displa...    »
 
Keywords:
RegVis,CVPR,CAMP 
Book / Congress title:
Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 
Year:
2010