Multi-View Active Appearance Models: application to X-ray LV angiography and cardiac MRI

C. R. Oost, B. P. F. Lelieveldt, M. Uzümcü, H. Lamb, J. H. C. Reiber, M. Sonka

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

This paper describes a Multi-View Active Appearance Model (AAM) for coherent segmentation of multiple cardiac views. Cootes' AAM framework was adapted by considering shapes and intensities from multiple views, while eliminating trivial difference in object pose in different views. This way, the coherence in organ shape and intensities between different views is modeled, and utilized during image search. The method is validated in two substantially different and novel applications: segmentation of combined end-diastolic and end-systolic left ventricular X-ray angiograms, and simultaneous segmentation of a combination of four chamber, two chamber and short-axis cardiac MR views
Original languageEnglish
Pages (from-to)234-245
JournalInformation processing in medical imaging
Volume18
Publication statusPublished - 2003

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