Publication detail

Automatic synthesis of small AdaBoost Classifier in FPGA

KADLČEK, F. FUČÍK, O.

Original Title

Automatic synthesis of small AdaBoost Classifier in FPGA

Type

article in a collection out of WoS and Scopus

Language

English

Original Abstract

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.

Keywords

AdaBoost FPGA LBP Automatic synthesis FPGA optimisation

Authors

KADLČEK, F.; FUČÍK, O.

RIV year

2013

Released

8. 4. 2013

Publisher

IEEE Computer Society

Location

Brno

ISBN

978-1-4673-6133-0

Book

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

Pages from

1

Pages to

6

Pages count

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"
}