Non-rigid registration using morphons
2005 (English)In: Image Analysis: 14th Scandinavian Conference, SCIA 2005, Joensuu, Finland, June 19-22, 2005. Proceedings / [ed] Heikki Kalviainen, Jussi Parkkinen and Arto Kaarna, Springer Berlin/Heidelberg, 2005, Vol. 3540, 501-510 p.Chapter in book (Refereed)
The Morphon, a non-rigid registration method is presented and applied to a number of registration applications. The algorithm takes a prototype image (or volume) and morphs it into a target image using an iterative, multi-resolution technique. The deformation process is done in three steps: displacement estimation, deformation field accumulation and deformation. The framework could be described in very general terms, but in this paper we focus on a specific implementation of the Morphon framework. The method can be employed in a wide range of registration tasks, which is shown in four very different registration examples, 2D photographs of hands and faces, 3D CT data of the hip region, and 3D MR brain images.
Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2005. Vol. 3540, 501-510 p.
Lecture Notes in Computer Science, ISSN 0302-9743 (print), 1611-3349 (online) ; 3540
National CategoryEngineering and Technology
IdentifiersURN: urn:nbn:se:liu:diva-48191DOI: 10.1007/11499145_51ISBN: 978-3-540-26320-3ISBN: e-978-3-540-31566-7ISBN: 3-540-26320-9OAI: oai:DiVA.org:liu-48191DiVA: diva2:269087