Detail publikace

Grammatical Evolution as a Learning Process for Multiclass Object Detection

ŠKORPIL, V. LÝSEK, J. MOTYČKA, A. CEPL, M. ENDRLE, P.

Originální název

Grammatical Evolution as a Learning Process for Multiclass Object Detection

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

In this article we describe the usage of grammatical evolution as a learning process. Evolved programs are used as a sliding window to recognize different objects in an image. Programs are trained on a set of greyscale images with object locations and object class identification. Best individuals are tested on different sets of images of simulated technological scenes with objects of different classes and their performance is reported. Grammatical evolution uses rewriting rules to translate chromosome into a tree structure programs.

Klíčová slova

grammatical evolution, learning, object recognition

Autoři

ŠKORPIL, V.; LÝSEK, J.; MOTYČKA, A.; CEPL, M.; ENDRLE, P.

Rok RIV

2012

Vydáno

1. 7. 2012

ISBN

978-1-61804-108-1

Kniha

Recent Researches in Communications and Computers

Strany od

101

Strany do

105

Strany počet

5

BibTex

@inproceedings{BUT93427,
  author="Vladislav {Škorpil} and Jiří {Lýsek} and Arnošt {Motyčka} and Miroslav {Cepl} and Pavel {Endrle}",
  title="Grammatical Evolution as a Learning Process for Multiclass Object Detection",
  booktitle="Recent Researches in Communications and Computers",
  year="2012",
  pages="101--105",
  isbn="978-1-61804-108-1"
}