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Description
  • This work presents a one of the approaches to human gesture recognition. A method where a discrete face template is represented by linear combination of the 2D odd-Gabor wavelet functions (Gabor Wavelet Network) is proposed. Using wavelet networks, an effective face representation and tracking method is achieved that is robust to changes and deformations of the face image. Possibilities of cooperation between a GWN and others methods for robust facial expressions recognition are also discussed, for example: Principal Component Analysis (PCA) and parameterized models of optical flow.<br>
  • This work presents a one of the approaches to human gesture recognition. A method where a discrete face template is represented by linear combination of the 2D odd-Gabor wavelet functions (Gabor Wavelet Network) is proposed. Using wavelet networks, an effective face representation and tracking method is achieved that is robust to changes and deformations of the face image. Possibilities of cooperation between a GWN and others methods for robust facial expressions recognition are also discussed, for example: Principal Component Analysis (PCA) and parameterized models of optical flow.<br> (en)
Title
  • Face Representation and Tracking Using Gabor Wavelet Networks
  • Face Representation and Tracking Using Gabor Wavelet Networks (en)
skos:prefLabel
  • Face Representation and Tracking Using Gabor Wavelet Networks
  • Face Representation and Tracking Using Gabor Wavelet Networks (en)
skos:notation
  • RIV/00216305:26230/03:PU42647!RIV11-MSM-26230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • N, V, Z(MSM 262200012)
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
  • 606996
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26230/03:PU42647
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Image, Object representation, Feature-based, Template-based, 2D Gabor wavelet functions, Gabor Wavelet Networks, Facial features, Tracking, Facial expressions, Parameterized models of optical flow, Principal Component Analysis<br> (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [27BED6073650]
http://linked.open...v/mistoKonaniAkce
  • Budmerice
http://linked.open...i/riv/mistoVydani
  • Budmerice
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the Central European Seminar on Computer Graphics
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Zemčík, Pavel
  • Španěl, Michal
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Neuveden
http://localhost/t...ganizacniJednotka
  • 26230
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