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Description
  • The paper deals with Automatic Face Recognition. The main goal is to improve existing face recognition approaches and to evaluate their results. Three approaches are proposed: 1. The Eigenfaces method modified for using more than one training image 2. Self Organizing Maps (SOM) with Gaussian mixture model (GMM) 3. Re-sampling with a GMM All experiments are realized using the ORL database. The recognition rate of the best proposed approach, SOM with Gaussian mixture model, is about 97\%.
  • The paper deals with Automatic Face Recognition. The main goal is to improve existing face recognition approaches and to evaluate their results. Three approaches are proposed: 1. The Eigenfaces method modified for using more than one training image 2. Self Organizing Maps (SOM) with Gaussian mixture model (GMM) 3. Re-sampling with a GMM All experiments are realized using the ORL database. The recognition rate of the best proposed approach, SOM with Gaussian mixture model, is about 97\%. (en)
Title
  • Automatic face recognition, Methods Improvement and Evaluation
  • Automatic face recognition, Methods Improvement and Evaluation (en)
skos:prefLabel
  • Automatic face recognition, Methods Improvement and Evaluation
  • Automatic face recognition, Methods Improvement and Evaluation (en)
skos:notation
  • RIV/49777513:23520/11:43899261!RIV12-MSM-23520___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
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  • P(2C06009)
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
  • 187568
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23520/11:43899261
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • face recognition,self organizing maps, eigenfaces (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [EBB244454B0A]
http://linked.open...v/mistoKonaniAkce
  • Řím, Itále
http://linked.open...i/riv/mistoVydani
  • Setúbal
http://linked.open...i/riv/nazevZdroje
  • ICAART 2011
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
  • Král, Pavel
  • Lenc, Ladislav
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • SciTePress - Science and Technology Publication
https://schema.org/isbn
  • 978-989-8425-40-9
http://localhost/t...ganizacniJednotka
  • 23520
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