Local Descriptors Based Face Recognition Engine for Video Surveillance Systems

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F13%3APU104542" target="_blank" >RIV/00216305:26220/13:PU104542 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Local Descriptors Based Face Recognition Engine for Video Surveillance Systems
Original language description
The paper deals with the local descriptors based face recognition engine for video surveillance systems, where LBP and POEM face descriptors are involved. The FERET database is used for optimal parameters setting with regard to ratio of recognition rateand computational time. The multiplelocal- thresholds mechanism is proposed for face template generation and classification task. The engine is verified by using PubFig database and own database of images from a real surveillance system. The achieved results are suitable to be used in video surveillance system operating in real-time.
Czech name
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Czech description
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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)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 36th International Conference on Telecommunications and Signal Processing (TSP 2013)
ISBN
978-1-4799-0403-7
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
862-866
Publisher name
Neuveden
Place of publication
Neuveden
Event location
Rome
Event date
Jul 2, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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