Face Templates Creration for Surveillance Face Recognition System
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F14%3APU108846" target="_blank" >RIV/00216305:26220/14:PU108846 - isvavai.cz</a>
Alternative codes found
RIV/45477388:_____/14:#0000026
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
čeština
Original language name
Face Templates Creration for Surveillance Face Recognition System
Original language description
This paper addresses the problem of face templates creation for facial recognition system. The application of a face recognition system in real-world conditions requires compact and representative face templates in order to maintain low error rate and low classification time. Contemporary face template creation methods are not suitable for face recognition systems with large number of users as they produce many templates per person. These templates are often redundant and their high number requires longclassification time. The paper presents four approaches to face templates creation that produce one to three face templates per person. The influence of different face template creation approaches was assessed on PubFig and IFaViD database. The achievedresults show that appropriate face template creation methods have a significant influence on face recognition system performance.
Czech name
Face Templates Creration for Surveillance Face Recognition System
Czech description
This paper addresses the problem of face templates creation for facial recognition system. The application of a face recognition system in real-world conditions requires compact and representative face templates in order to maintain low error rate and low classification time. Contemporary face template creation methods are not suitable for face recognition systems with large number of users as they produce many templates per person. These templates are often redundant and their high number requires longclassification time. The paper presents four approaches to face templates creation that produce one to three face templates per person. The influence of different face template creation approaches was assessed on PubFig and IFaViD database. The achievedresults show that appropriate face template creation methods have a significant influence on face recognition system performance.
Classification
Type
D - Article in proceedings
CEP classification
JA - Electronics and optoelectronics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods
ISBN
978-989-758-018-5
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
724-729
Publisher name
Neuveden
Place of publication
Neuveden
Event location
Angers
Event date
Mar 6, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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