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Authors: Nikzad Babaii Rizvandi ; Aleksandra Pižurica and Wilfried Philips

Affiliation: Gent University, Belgium

Keyword(s): Shape Model, Texture Model, Active Appearance Model, Active Shape model, advantages and disadvantages .

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Early Vision and Image Representation ; Image and Video Analysis ; Image Registration ; Statistical Approach

Abstract: Active Appearance Model (AAM) is a kind of deformable shape descriptors which is widely used in computer vision and computer graphics. This approach utilizes statistical model obtained from some images in training set and gray-value information of the texture to fit on the boundaries of a new image. In this paper, we describe a brief implementation, apply the method on hand object and finally discuss its performance in compare to Active Shape Model(ASM). Our experiments shows this method is more sensitive to the initialization and slower than ASM.

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Paper citation in several formats:
Babaii Rizvandi, N.; Pižurica, A. and Philips, W. (2008). ACTIVE APPEARANCE MODEL (AAM) - From Theory to Implementation. In Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP; ISBN 978-989-8111-21-0; ISSN 2184-4321, SciTePress, pages 539-542. DOI: 10.5220/0001081705390542

@conference{visapp08,
author={Nikzad {Babaii Rizvandi}. and Aleksandra Pižurica. and Wilfried Philips.},
title={ACTIVE APPEARANCE MODEL (AAM) - From Theory to Implementation},
booktitle={Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP},
year={2008},
pages={539-542},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001081705390542},
isbn={978-989-8111-21-0},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP
TI - ACTIVE APPEARANCE MODEL (AAM) - From Theory to Implementation
SN - 978-989-8111-21-0
IS - 2184-4321
AU - Babaii Rizvandi, N.
AU - Pižurica, A.
AU - Philips, W.
PY - 2008
SP - 539
EP - 542
DO - 10.5220/0001081705390542
PB - SciTePress

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