Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework

Published

Journal Article

Helium-3 tagged magnetic resonance imaging has demonstrated potential for calculating pulmonary deformation from medical imagery. Such measurements are useful for determining the biomechanical properties of the lung. Unfortunately, the relative facility of visually tracking deformation via the high contrast tag lines has not transferred readily to the algorithmic domain of automatically establishing tag-line correspondences. We proffer a solution to this dilemma by translating the problem into a unique point-set registration scenario. Not only does this permit capitalizing on certain spectral aspects of tagged MRI but registration can be performed within a deterministic annealing framework for decreased susceptibility to local minima. ©2008 IEEE.

Full Text

Duke Authors

Cited Authors

  • Tustison, NJ; Awate, SP; Altes, TA; Gee, JC; Cai, J; Miller, GW; De Lange, EE; Mugler, JP

Published Date

  • September 10, 2008

Published In

  • 2008 5th Ieee International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, Isbi

Start / End Page

  • 772 - 775

Digital Object Identifier (DOI)

  • 10.1109/ISBI.2008.4541110

Citation Source

  • Scopus