Detail výsledku

Recognizing Speed Limit Sign Numbers by Evolvable Hardware

TORRESEN, J.; BAKKE, J.; SEKANINA, L. Recognizing Speed Limit Sign Numbers by Evolvable Hardware. Lecture Notes in Computer Science, 2004, vol. 2004, no. 3242, p. 682-691. ISSN: 0302-9743.
Typ
článek v časopise
Jazyk
angličtina
Autoři
Torresen Jim, prof. Dr. Ing.
Bakke Jorgen
Sekanina Lukáš, prof. Ing., Ph.D., UPSY (FIT)
Abstrakt

An automatic traffic sign detection system would be important in a driver assistance system. In this paper, an approach for detecting numbers on speed limit signs is proposed. Such a system would have to provide a high recognition performance in real-time. Thus, in this paper we propose to apply evolvable hardware for the classification of the numbers extracted from images. The system is based on incremental evolution of digital logic gates. Experiments show that this is a very efficient approach.

Klíčová slova

evolvable hardware, incremental evolution, speed limit signs

URL
Rok
2004
Strany
682–691
Časopis
Lecture Notes in Computer Science, roč. 2004, č. 3242, ISSN 0302-9743
Kniha
Parallel Problem Solving from Nature
Vydavatel
Springer Verlag
Místo
Berlin
BibTeX 
@article{BUT45728,
  author="Jim {Torresen} and Jorgen {Bakke} and Lukáš {Sekanina}",
  title="Recognizing Speed Limit Sign Numbers by Evolvable Hardware",
  journal="Lecture Notes in Computer Science",
  year="2004",
  volume="2004",
  number="3242",
  pages="682--691",
  issn="0302-9743",
  url="http://heim.ifi.uio.no/~jimtoer/PPSN04_Torresen.pdf"
}
Projekty
Metody návrhu aplikací založených na vyvíjejících se obvodech, GAČR, Postdoktorandské granty, GP102/03/P004, zahájení: 2003-01-01, ukončení: 2005-12-31, ukončen
Výzkumné skupiny
EvoAI Hardware (VZ EHW)
Pracoviště
Ústav počítačových systémů (UPSY)
Nahoru