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KADLČEK, F. FUČÍK, O.
Originální název
Automatic synthesis of small AdaBoost Classifier in FPGA
Typ
článek ve sborníku mimo WoS a Scopus
Jazyk
angličtina
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.
Klíčová slova
AdaBoost FPGA LBP Automatic synthesis FPGA optimisation
Autoři
KADLČEK, F.; FUČÍK, O.
Rok RIV
2013
Vydáno
8. 4. 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
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" }