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What is Active Appearance Model (AAM)

Encyclopedia of Healthcare Information Systems
A computer vision algorithm for matching a statistical model of object shape and appearance to a new image.
Published in Chapter:
Volumetric Analysis and Modeling of the Heart Using Active Appearance Model
Sándor Miklós Szilágyi (Hungarian Science University of Transylvania, Romania), László Szilágyi (Hungarian Science University of Transylvania, Romania), and Zoltán Benyó (Dept. of Control Engineering and Information Technology, Hungary)
Copyright: © 2008 |Pages: 9
DOI: 10.4018/978-1-59904-889-5.ch172
Abstract
Echocardiography is the fastest, least expensive, and least invasive heart imaging method. Accordingly, it is one of the most commonly used techniques to quantify the ventricular systolic function in patients. The examination is based on visual analysis of myocardial wall motion and deformation by an experienced and trained physiologist. This investigation is subjective, experience dependent, and the obtained results are only partially quantitative. The segmentation of the measured image sequences focuses on finding the exact boundaries of particular objects of interest, but it usually requires manual assistance.
Full Text Chapter Download: US $37.50 Add to Cart
More Results
Echocardiographic Image Sequence Compression Based On Spatial Active Appearance Model
A computer vision algorithm for matching a statistical model of object shape and appearance to a new image.
Full Text Chapter Download: US $37.50 Add to Cart
A Comprehensive Survey on Face Image Analysis
A statistical model for matching shapes or image appearances. The model can be built by a training stage with registrated images. The application of this model in face tracking and matching could be helped by an optimization process with a least square criterion.
Full Text Chapter Download: US $37.50 Add to Cart
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