Using the Local Phase of the Magnitude of the Local Structure Tensor for Image Registration
2011 (English)In: Image Analysis: 17th Scandinavian Conference, SCIA 2011, Ystad, Sweden, May 2011. Proceedings / [ed] Anders Heyden, Fredrik Kahl, Springer Berlin/Heidelberg, 2011, Vol. 6688, 414-423 p.Conference paper (Refereed)
The need of image registration is increasing, especially in the medical image domain. The simplest kind of image registration is to match two images that have similar intensity. More advanced cases include the problem of registering images of different intensity, for which phase based algorithms have proven to be superior. In some cases the phase based registration will fail as well, for instance when the images to be registered do not only differ in intensity but also in local phase. This is the case if a dark circle in the reference image is a bright circle in the source image. While rigid registration algorithms can use other parts of the image to calculate the global transformation, this problem is harder to solve for non-rigid registration. The solution that we propose in this work is to use the local phase of the magnitude of the local structure tensor, instead of the local phase of the image intensity. By doing this, we achieve invariance both to the image intensity and to the local phase and thereby only use the structural information, i.e. the shapes of the objects, for registration.
Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2011. Vol. 6688, 414-423 p.
Lecture Notes in Computer Science, ISSN 0302-9743 (print), 1611-3349 (online) ; 6688/2011
Engineering and Technology
IdentifiersURN: urn:nbn:se:liu:diva-69246DOI: 10.1007/978-3-642-21227-7_39ISI: 000308543900039ISBN: 978-3-642-21226-0OAI: oai:DiVA.org:liu-69246DiVA: diva2:424674
Image Analysis 17th Scandinavian Conference, SCIA 2011, Ystad, Sweden, May 2011.
FunderSwedish Research Council, 2007-4786
The original publication is available at www.springerlink.com: Anders Eklund, Daniel Forsberg, Mats Andersson and Hans Knutsson, Using the Local Phase of the Magnitude of the Local Structure Tensor for Image Registration, 2011, Lecture Notes in Computer Science, (6688), 414-432. http://dx.doi.org/10.1007/978-3-642-21227-7_39 Copyright: Springer-verlag http://www.springerlink.com/2011-06-202011-06-202015-10-08Bibliographically approved