Publication detail

AdaBoost Engine

ZEMČÍK, P. ŽÁDNÍK, M.

Original Title

AdaBoost Engine

English Title

AdaBoost Engine

Type

conference paper

Language

en

Original Abstract

The paper focuses on design and implementation of high-performance AdaBoost classifier unit for image classification based on machine learning through AdaBoost. It discusses implementation in programmable hardware based on DSP Texas Instruments C6416 a FPGA Xilinx Virtex II

English abstract

The paper focuses on design and implementation of high-performance AdaBoost classifier unit for image classification based on machine learning through AdaBoost. It discusses implementation in programmable hardware based on DSP Texas Instruments C6416 a FPGA Xilinx Virtex II

Keywords

AdaBoost, FPGA, programmable hardware, machine learning, image processing

RIV year

2007

Released

28.08.2007

Publisher

IEEE Computer Society

Location

Amsterdam

ISBN

1-4244-1060-6

Book

Proceedings of FPL 2007

Pages from

1

Pages to

5

Pages count

5

BibTex


@inproceedings{BUT28827,
  author="Pavel {Zemčík} and Martin {Žádník}",
  title="AdaBoost Engine",
  annote="The paper focuses on design and implementation of high-performance AdaBoost
classifier unit for image classification based on machine learning through
AdaBoost. It discusses implementation in programmable hardware based on DSP Texas
Instruments C6416 a FPGA Xilinx Virtex II",
  address="IEEE Computer Society",
  booktitle="Proceedings of FPL 2007",
  chapter="28827",
  howpublished="print",
  institution="IEEE Computer Society",
  year="2007",
  month="august",
  pages="1--5",
  publisher="IEEE Computer Society",
  type="conference paper"
}