Adapted Active Appearance Models

Adapted Active Appearance Models

<p/> <p>Active Appearance Models (AAMs) are able to align efficiently known faces under duress, when face pose and illumination are controlled. We propose Adapted Active Appearance Models to align unknown faces in unknown poses and illuminations. Our proposal is based on the one hand on...

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Main Authors: Le Gallou Sylvain, Breton Gaspard, Garcia Christophe, S&#233;guier Renaud
Format: Article
Language:English
Published: SpringerOpen 2009-01-01
Series:EURASIP Journal on Image and Video Processing
Online Access:http://jivp.eurasipjournals.com/content/2009/945717
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spelling doaj-be5a6d7721934b2896d9e60c77a3db152020-11-24T20:43:38ZengSpringerOpenEURASIP Journal on Image and Video Processing1687-51761687-52812009-01-0120091945717Adapted Active Appearance ModelsLe Gallou SylvainBreton GaspardGarcia ChristopheS&#233;guier Renaud<p/> <p>Active Appearance Models (AAMs) are able to align efficiently known faces under duress, when face pose and illumination are controlled. We propose Adapted Active Appearance Models to align unknown faces in unknown poses and illuminations. Our proposal is based on the one hand on a specific transformation of the active model texture in an oriented map, which changes the AAM normalization process; on the other hand on the research made in a set of different precomputed models related to the most adapted AAM for an unknown face. Tests on public and private databases show the interest of our approach. It becomes possible to align unknown faces in real-time situations, in which light and pose are not controlled.</p>http://jivp.eurasipjournals.com/content/2009/945717
collection DOAJ
language English
format Article
sources DOAJ
author Le Gallou Sylvain
Breton Gaspard
Garcia Christophe
S&#233;guier Renaud
spellingShingle Le Gallou Sylvain
Breton Gaspard
Garcia Christophe
S&#233;guier Renaud
Adapted Active Appearance Models
EURASIP Journal on Image and Video Processing
author_facet Le Gallou Sylvain
Breton Gaspard
Garcia Christophe
S&#233;guier Renaud
author_sort Le Gallou Sylvain
title Adapted Active Appearance Models
title_short Adapted Active Appearance Models
title_full Adapted Active Appearance Models
title_fullStr Adapted Active Appearance Models
title_full_unstemmed Adapted Active Appearance Models
title_sort adapted active appearance models
publisher SpringerOpen
series EURASIP Journal on Image and Video Processing
issn 1687-5176
1687-5281
publishDate 2009-01-01
description <p/> <p>Active Appearance Models (AAMs) are able to align efficiently known faces under duress, when face pose and illumination are controlled. We propose Adapted Active Appearance Models to align unknown faces in unknown poses and illuminations. Our proposal is based on the one hand on a specific transformation of the active model texture in an oriented map, which changes the AAM normalization process; on the other hand on the research made in a set of different precomputed models related to the most adapted AAM for an unknown face. Tests on public and private databases show the interest of our approach. It becomes possible to align unknown faces in real-time situations, in which light and pose are not controlled.</p>
url http://jivp.eurasipjournals.com/content/2009/945717
work_keys_str_mv AT legallousylvain adaptedactiveappearancemodels
AT bretongaspard adaptedactiveappearancemodels
AT garciachristophe adaptedactiveappearancemodels
AT s233guierrenaud adaptedactiveappearancemodels
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