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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.
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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 and Rittscher, Jens
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
2017-02-19 04:30:03
@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},
}