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Description
  • Novel pre-processing units for AbaBoost classifiers are introduced which can improve performance and reduce power consumption in many image processing applications. An approach for automatic classifier synthesis to the FPGA is also described. The introduced classification architecture is intensively saving processing resources and very fast as well. Several optimization techniques that are used in the process of automatic synthesis are also shown.
  • Novel pre-processing units for AbaBoost classifiers are introduced which can improve performance and reduce power consumption in many image processing applications. An approach for automatic classifier synthesis to the FPGA is also described. The introduced classification architecture is intensively saving processing resources and very fast as well. Several optimization techniques that are used in the process of automatic synthesis are also shown. (en)
Title
  • Automatic synthesis of small AdaBoost Classifier in FPGA
  • Automatic synthesis of small AdaBoost Classifier in FPGA (en)
skos:prefLabel
  • Automatic synthesis of small AdaBoost Classifier in FPGA
  • Automatic synthesis of small AdaBoost Classifier in FPGA (en)
skos:notation
  • RIV/00216305:26230/13:PU106335!RIV14-MSM-26230___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
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  • P(ED1.1.00/02.0070), S, Z(MSM0021630528)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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  • 62623
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26230/13:PU106335
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • AdaBoost FPGA LBP Automatic synthesis FPGA optimisation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [94DF89720E29]
http://linked.open...v/mistoKonaniAkce
  • Karlovy Vary
http://linked.open...i/riv/mistoVydani
  • Brno
http://linked.open...i/riv/nazevZdroje
  • IEEE Design and Diagnostics of Electronic Circuits and Systems DDECS'2013
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
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http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Fučík, Otto
  • Kadlček, Filip
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • IEEE Computer Society
https://schema.org/isbn
  • 978-1-4673-6133-0
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  • 26230
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