Automatic Age Estimation System for Face Images : Un sistema per la stima automatica dell'età da immagini facciali, in: International Journal of Advanced Robotic Systems

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Autor Lin, Chin-Teng; Li, Dong-Lin; Lai, Jian-Hao; Han, Ming-Feng; Chang, Jyh-Yeong
Publicado  InTech Open Access Publisher, 2012
Edición  
Extensión  
ISBN
Abstract Humans are the most important tracking objects
in surveillance systems. However, human tracking is not
enough to provide the required information for
personalized recognition. In this paper, we present a
novel and reliable framework for automatic age
estimation based on computer vision. It exploits global
face features based on the combination of Gabor wavelets
and orthogonal locality preserving projections. In
addition, the proposed system can extract face aging
features automatically in real‐time. This means that the
proposed system has more potential in applications
compared to other semi‐automatic systems. The results
obtained from this novel approach could provide clearer
insight for operators in the field of age estimation to
develop real‐world applications.
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2000 y posteriores
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no fulltext found International Journal of Advanced Robotic Systems
Autor: Ottaviano, Erika; Ceccarelli, Marco; Husty, Manfred; Yu, Sung-Hoon; Kim, Yong-Tae; Park, Chang-Woo; Hyun, Chang-Ho; Chen, Xiulong; Feng, Weiming; Sun, Xianyang; Gao, Qing; Grigorescu, Sorin M.; Pozna, Claudiu; Liu, Wanli; Zhankui, Wang; Guo, Meng; Fu, Guoyu; Zhang, Jin; Chen, Wenyuan; Peng, Fengchao; Yang, Pei; Chen, Chunlin; Ding, Rui; Yu, Junzhi; Yang, Qinghai; Tan, Min; Polden, Joseph; Pan, [...]
Pubblicato: 2004
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Documents: International Journal of Advanced Robotic Systems
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Europeana FaviconEuropeana  http://www.europeana.eu/portal/record/2020801/dmglib_handler_docum_33367009.html
PDF FaviconPDF  Automatic Age Estimation System for Face Images
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This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License

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Automatic Age Estimation System for Face Images : Un sistema per la stima automatica dell'età da immagini facciali, in: International Journal of Advanced Robotic Systems

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Informazioni generali

Autore Lin, Chin-Teng; Li, Dong-Lin; Lai, Jian-Hao; Han, Ming-Feng; Chang, Jyh-Yeong
Pubblicato  InTech Open Access Publisher, 2012
edizione  
Volume  
ISBN
Abstract Humans are the most important tracking objects
in surveillance systems. However, human tracking is not
enough to provide the required information for
personalized recognition. In this paper, we present a
novel and reliable framework for automatic age
estimation based on computer vision. It exploits global
face features based on the combination of Gabor wavelets
and orthogonal locality preserving projections. In
addition, the proposed system can extract face aging
features automatically in real‐time. This means that the
proposed system has more potential in applications
compared to other semi‐automatic systems. The results
obtained from this novel approach could provide clearer
insight for operators in the field of age estimation to
develop real‐world applications.
Collections
Articoli a Rivista
2000 ed oltre
Superordinate work
 
no fulltext found International Journal of Advanced Robotic Systems
Autore: Ottaviano, Erika; Ceccarelli, Marco; Husty, Manfred; Yu, Sung-Hoon; Kim, Yong-Tae; Park, Chang-Woo; Hyun, Chang-Ho; Chen, Xiulong; Feng, Weiming; Sun, Xianyang; Gao, Qing; Grigorescu, Sorin M.; Pozna, Claudiu; Liu, Wanli; Zhankui, Wang; Guo, Meng; Fu, Guoyu; Zhang, Jin; Chen, Wenyuan; Peng, Fengchao; Yang, Pei; Chen, Chunlin; Ding, Rui; Yu, Junzhi; Yang, Qinghai; Tan, Min; Polden, Joseph; Pan, [...]
Pubblicato: 2004
Linked items
Documents: International Journal of Advanced Robotic Systems
Permanent links
DMG-Lib FaviconDMG-Lib https://www.dmg-lib.org/dmglib/handler?docum=33367009
Europeana FaviconEuropeana  http://www.europeana.eu/portal/record/2020801/dmglib_handler_docum_33367009.html
PDF FaviconPDF  Automatic Age Estimation System for Face Images
Data provider
UCAUniv. Cassino  http://webuser.unicas.it/weblarm/larmindex.htm
Administrative information
Time of publication 2012
License information Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License

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