Result Details

Adaboost Engine

ZEMČÍK, P.; ŽÁDNÍK, M. Adaboost Engine. Proceedings of FPL 2007. Amsterdam: IEEE Computer Society, 2007. p. 1-5. ISBN: 1-4244-1060-6.
Type
conference paper
Language
English
Authors
Zemčík Pavel, prof. Dr. Ing., dr. h. c., DCGM (FIT)
Žádník Martin, Ing., Ph.D., DCGM (FIT)
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

Published
2007
Pages
1–5
Proceedings
Proceedings of FPL 2007
Conference
The International Conference on Field Programmable Logic and Applications
ISBN
1-4244-1060-6
Publisher
IEEE Computer Society
Place
Amsterdam
BibTeX 
@inproceedings{BUT28827,
  author="Pavel {Zemčík} and Martin {Žádník}",
  title="Adaboost Engine",
  booktitle="Proceedings of FPL 2007",
  year="2007",
  pages="1--5",
  publisher="IEEE Computer Society",
  address="Amsterdam",
  isbn="1-4244-1060-6"
}
Projects
Algorithms of image recognition, GACR, Standardní projekty, GA201/06/1821, start: 2006-01-01, end: 2008-12-31, completed
Centre of computer graphics, MŠMT, Centra základního výzkumu, LC06008, start: 2006-03-01, end: 2011-12-31, 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 (VZ VIDEO)
Departments
Department of Computer Graphics and Multimedia (DCGM)
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