Intensity gradient based registration and fusion of multi-modal images

E Haber, J Modersitzki - Methods of information in medicine, 2007 - thieme-connect.com
Objectives: A particular problem in image registration arises for multi-modal images taken
from different imaging devices and/or modalities. Starting in 1995, mutual information has …

Intensity gradient based registration and fusion of multi-modal images

E Haber, J Modersitzki - … Conference, Copenhagen, Denmark, October 1-6 …, 2006 - Springer
A particular problem in image registration arises for multi-modal images taken from different
imaging devices and/or modalities. Starting in 1995, mutual information has shown to be a …

Beyond mutual information: A simple and robust alternative

E Haber, J Modersitzki - … für die Medizin 2005: Algorithmen—Systeme …, 2005 - Springer
One of the remaining challenges in image registration arises for multi-modal images taken
from different imaging devices and/or modalities. Starting in 1995, mutual information has …

The correlation ratio as a new similarity measure for multimodal image registration

A Roche, G Malandain, X Pennec, N Ayache - Medical Image Computing …, 1998 - Springer
Over the last five years, new “voxel-based” approaches have allowed important progress in
multimodal image registration, notably due to the increasing use of information-theoretic …

Monomodal image registration using mutual information based methods

Z Gao, B Gu, J Lin - Image and Vision Computing, 2008 - Elsevier
Image registration methods based on mutual information criteria, including mutual
information and normalized mutual information, have been widely used in 3-D multimodal …

Entropy and Laplacian images: Structural representations for multi-modal registration

C Wachinger, N Navab - Medical image analysis, 2012 - Elsevier
The standard approach to multi-modal registration is to apply sophisticated similarity metrics
such as mutual information. The disadvantage of these metrics, in comparison to measuring …

Non-rigid registration of multi-modal images using both mutual information and cross-correlation

A Andronache, M von Siebenthal, G Székely… - Medical image …, 2008 - Elsevier
The hierarchical subdivision strategy which decomposes a non-rigid matching problem into
numerous local rigid transformations is a very common approach in image registration …

Automatic parameter selection for multimodal image registration

DA Hahn, V Daum, J Hornegger - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
Over the past ten years similarity measures based on intensity distributions have become
state-of-the-art in automatic multimodal image registration. An implementation for clinical …

Multiresolution image registration based on Kullback-Leibler distance

R Gan, J Wu, ACS Chung, SCH Yu… - Medical Image Computing …, 2004 - Springer
This paper extends our prior work on multi-modal image registration based on the a priori
knowledge of the joint intensity distribution that we expect to obtain, and Kullback-Leibler …

[PDF][PDF] Across-modality registration using intensity-based cost functions

DLG Hill, DJ Hawkes - Handbook of Medical Imaging: Processing …, 2000 - researchgate.net
Intensity based cost functions, also called voxel similarity measures, have recently come to
dominate the field of crossmodality or intermodality medical image registration. For same …