Result Details

Hardware Acceleration of AdaBoost Classifier

GRANÁT, J.; HEROUT, A.; HRADIŠ, M.; ZEMČÍK, P. Hardware Acceleration of AdaBoost Classifier. Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI). Brno: 2007. p. 1-12.
Type
conference paper
Language
English
Authors
Granát Jiří, Ing., FIT (FIT), DCGM (FIT)
Herout Adam, prof. Ing., Ph.D., DCGM (FIT)
Hradiš Michal, Ing., Ph.D., FIT (FIT), DCGM (FIT)
Zemčík Pavel, prof. Dr. Ing., dr. h. c., DCGM (FIT)
Abstract

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

Keywords

FPGA, AdaBoost, Haar features

Published
2007
Pages
1–12
Proceedings
Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI)
Conference
Machine Learning and Multimodal Interaction
Place
Brno
BibTeX 
@inproceedings{BUT34271,
  author="Jiří {Granát} and Adam {Herout} and Michal {Hradiš} and Pavel {Zemčík}",
  title="Hardware Acceleration of AdaBoost Classifier",
  booktitle="Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI)",
  year="2007",
  pages="1--12",
  address="Brno"
}
Projects
Algorithms of image recognition, GACR, Standardní projekty, GA201/06/1821, start: 2006-01-01, end: 2008-12-31, completed
Rapid prototyping tools for development of HW-accelerated embedded image- and video-processing applications, AV ČR, Informační společnost (Národní program výzkumu), 1ET400750408, start: 2004-07-01, end: 2008-12-31, completed
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running
Research groups
Image and Video Processing Research Group (RG VIDEO)
Departments
Department of Computer Graphics and Multimedia (DCGM)
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