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Improving Robustness for Inter-Subject Medical Image Registration Using a Feature-Based Approach

Svärm, Linus; Enqvist, Olof; Kahl, Fredrik LU and Oskarsson, Magnus LU (2015) 2015 IEEE 12thInternational Symposium on Biomedical Imaging (ISBI) In Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on p.824-828
Abstract
We propose new feature-based methods for rigid and affine image registration. These are compared to state-of-the-art intensity-based techniques as well as existing feature-based methods. On challenging datasets of brain MR and whole-body CT images, a significant improvement in terms of speed, robustness to outlier structures and dependence on initialization is shown.
Please use this url to cite or link to this publication:
author
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
Computer vision, image registration, medical image analysis, optimization
in
Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on
editor
Ourselin, Sebastien; Rittscher, Jens; and
pages
5 pages
publisher
IEEE--Institute of Electrical and Electronics Engineers Inc.
conference name
2015 IEEE 12thInternational Symposium on Biomedical Imaging (ISBI)
external identifiers
  • scopus:84944322842
DOI
10.1109/ISBI.2015.7163998
language
English
LU publication?
yes
id
ea7c6a4d-1084-42d9-bfa2-de648162e08c (old id 8519275)
date added to LUP
2016-03-02 16:42:37
date last changed
2017-03-12 04:26:17
@inproceedings{ea7c6a4d-1084-42d9-bfa2-de648162e08c,
  abstract     = {We propose new feature-based methods for rigid and affine image registration. These are compared to state-of-the-art intensity-based techniques as well as existing feature-based methods. On challenging datasets of brain MR and whole-body CT images, a significant improvement in terms of speed, robustness to outlier structures and dependence on initialization is shown.},
  author       = {Svärm, Linus and Enqvist, Olof and Kahl, Fredrik and Oskarsson, Magnus},
  booktitle    = {Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on},
  editor       = {Ourselin, Sebastien and Rittscher, Jens},
  keyword      = {Computer vision,image registration,medical image analysis,optimization},
  language     = {eng},
  pages        = {824--828},
  publisher    = {IEEE--Institute of Electrical and Electronics Engineers Inc.},
  title        = {Improving Robustness for Inter-Subject Medical Image Registration Using a Feature-Based Approach},
  url          = {http://dx.doi.org/10.1109/ISBI.2015.7163998},
  year         = {2015},
}