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Description
  • Face recognition based on thermal images has minor importance in comparison to visible light spectrum recognition. Nevertheless, in the applications such as liveness detection or fever scan, the thermal face recognition is used as a standalone module, or as a part of a multi-modal biometric system. This paper investigates the combinations of many methods, used for thermal face recognition, and introduces some new and modified algorithms, which have not been used in this area yet. Moreover, we show that the choice of the best method is always limited to a certain database (input data). In order to address this problem, the multi-algorithmic biometric fusion based on the logistic regression is deployed.
  • Face recognition based on thermal images has minor importance in comparison to visible light spectrum recognition. Nevertheless, in the applications such as liveness detection or fever scan, the thermal face recognition is used as a standalone module, or as a part of a multi-modal biometric system. This paper investigates the combinations of many methods, used for thermal face recognition, and introduces some new and modified algorithms, which have not been used in this area yet. Moreover, we show that the choice of the best method is always limited to a certain database (input data). In order to address this problem, the multi-algorithmic biometric fusion based on the logistic regression is deployed. (en)
Title
  • Applying Fusion in Thermal Face Recognition
  • Applying Fusion in Thermal Face Recognition (en)
skos:prefLabel
  • Applying Fusion in Thermal Face Recognition
  • Applying Fusion in Thermal Face Recognition (en)
skos:notation
  • RIV/00216305:26230/12:PU101841!RIV13-GA0-26230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(ED1.1.00/02.0070), P(GD102/09/H083), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 123450
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26230/12:PU101841
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Thermal Face recognition, ICA, PCA, Fusion, Biometric (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [392C04E17A5A]
http://linked.open...v/mistoKonaniAkce
  • Darmstadt
http://linked.open...i/riv/mistoVydani
  • Darmstadt
http://linked.open...i/riv/nazevZdroje
  • BIOSIG 2012
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Drahanský, Martin
  • Mráček, Štěpán
  • Váňa, Jan
  • Yanushkevich, Svetlana
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Fraunhofer Institute - Graphic Data Processing Institute
https://schema.org/isbn
  • 978-3-88579-290-1
http://localhost/t...ganizacniJednotka
  • 26230
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