Detail publikačního výsledku

Automatic synthesis of small AdaBoost Classifier in FPGA

KADLČEK, F.; FUČÍK, O.

Originální název

Automatic synthesis of small AdaBoost Classifier in FPGA

Anglický název

Automatic synthesis of small AdaBoost Classifier in FPGA

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

AdaBoost

FPGA
LBP
Automatic synthesis
FPGA optimisation

Klíčová slova v angličtině

AdaBoost

FPGA
LBP
Automatic synthesis
FPGA optimisation

Autoři

KADLČEK, F.; FUČÍK, O.

Rok RIV

2014

Vydáno

08.04.2013

Nakladatel

IEEE Computer Society

Místo

Brno

ISBN

978-1-4673-6133-0

Kniha

IEEE Design and Diagnostics of Electronic Circuits and Systems DDECS'2013

Strany od

1

Strany do

6

Strany počet

6

BibTex

@inproceedings{BUT103475,
  author="Filip {Kadlček} and Otto {Fučík}",
  title="Automatic synthesis of small AdaBoost Classifier in FPGA",
  booktitle="IEEE Design and Diagnostics of Electronic Circuits and Systems DDECS'2013",
  year="2013",
  pages="1--6",
  publisher="IEEE Computer Society",
  address="Brno",
  isbn="978-1-4673-6133-0"
}