Publication Details

Hardware Acceleration of AdaBoost Classifier

GRANÁT Jiří, HEROUT Adam, HRADIŠ Michal and ZEMČÍK Pavel. Hardware Acceleration of AdaBoost Classifier. In: Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI). Brno, 2007, pp. 1-12.

Czech title

Klasifikátor AdaBoost akcelerovaný v hardware

Type

conference paper

Language

english

Authors

Granát Jiří, Ing. (DCGM FIT BUT)
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT)
Hradiš Michal, Ing., Ph.D. (DCGM FIT BUT)
Zemčík Pavel, prof. Dr. Ing. (DCGM FIT BUT)

Keywords

FPGA, AdaBoost, Haar features

Abstract

The contribution focuses on implementation of AdaBoost classifier with Haar Wavelets features in hardware (FPGA).

Published

2007

Pages

1-12

Proceedings

Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI)

Conference

Machine Learning and Multimodal Interaction, Brno, CZ

Place

Brno, CZ

BibTeX

@INPROCEEDINGS{FITPUB8432,
   author = "Ji\v{r}\'{i} Gran\'{a}t and Adam Herout and Michal Hradi\v{s} and Pavel Zem\v{c}\'{i}k",
   title = "Hardware Acceleration of AdaBoost Classifier",
   pages = "1--12",
   booktitle = "Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI)",
   year = 2007,
   location = "Brno, CZ",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8432"
}