Conference proceeding
Multi-view Active Appearance Models: Application to X-Ray LV Angiography and Cardiac MRI
Information Processing in Medical Imaging, pp.234-245
Lecture Notes in Computer Science
2003
DOI: 10.1007/978-3-540-45087-0_20
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.
Details
- Title: Subtitle
- Multi-view Active Appearance Models: Application to X-Ray LV Angiography and Cardiac MRI
- Creators
- C. R OostB. P. F LelieveldtM ÜzümcüH LambJ. H. C ReiberMilan Sonka
- Resource Type
- Conference proceeding
- Publication Details
- Information Processing in Medical Imaging, pp.234-245
- Series
- Lecture Notes in Computer Science
- DOI
- 10.1007/978-3-540-45087-0_20
- eISSN
- 1611-3349
- ISSN
- 0302-9743
- Publisher
- Springer Berlin Heidelberg; Berlin, Heidelberg
- Language
- English
- Date published
- 2003
- Academic Unit
- Roy J. Carver Department of Biomedical Engineering; Electrical and Computer Engineering; Radiation Oncology; Injury Prevention Research Center; Ophthalmology and Visual Sciences
- Record Identifier
- 9984047662302771
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