Journal article icon

Journal article

Supervoxels for graph cuts-based deformable image registration using guided image filtering

Abstract:

We propose combining a supervoxel-based image representation with the concept of graph cuts as an efficient optimization technique for three-dimensional (3-D) deformable image registration. Due to the pixels/voxels-wise graph construction, the use of graph cuts in this context has been mainly limited to two-dimensional (2-D) applications. However, our work overcomes some of the previous limitations by posing the problem on a graph created by adjacent supervoxels, where the number of nodes in ...

Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed
Version:
Publisher's version

Actions


Access Document


Files:
Publisher copy:
10.1117/1.JEI.26.6.061607

Authors


More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Oxford college:
Linacre College
More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Hallack, A More by this author
More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Schnabel, JA More by this author
More from this funder
Grant:
C5255/A16466 to A.S., B.P., J.A.S., and V.G.
More from this funder
Grant:
Digital Economy Programme grant number EP/G036861/1 (Oxford Centre for Doctoral Training in Healthcare Innovation) to AH
More from this funder
Grant:
BEX 0725/12-9 to AH
Publisher:
Society of Photo-Optical Instrumentation Engineers Publisher's website
Journal:
Journal of Electronic Imaging Journal website
Volume:
26
Issue:
6
Pages:
Article: 061607
Publication date:
2017-10-04
Acceptance date:
2017-09-07
DOI:
EISSN:
1560-229X
ISSN:
1017-9909
Pubs id:
pubs:746745
URN:
uri:61ac5a4d-8156-4bbf-bf38-0dbbd2feaeb4
UUID:
uuid:61ac5a4d-8156-4bbf-bf38-0dbbd2feaeb4
Local pid:
pubs:746745

Terms of use


Metrics



If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP