Publication detail

OBJECT RECOGNITION BY MEANS OF EVOLVED DETECTOR AND CLASSIFIER PROGRAM

LÝSEK, J. ŠŤASTNÝ, J. MOTYČKA, A.

Czech title

Rozpoznávání objektů pomocí klasifikačních a detekčních programů vyvinutých gramatickou evolucí

English title

OBJECT RECOGNITION BY MEANS OF EVOLVED DETECTOR AND CLASSIFIER PROGRAM

Type

conference paper

Language

en

Original abstract

In this contribution we present a method for object recognition in 2D scene. We use grammatical evolution to evolve a program to detect an object in scene and the second program which is responsible for recognition of detected object. We also describe developed software framework and we present some programs evolved by our system. Finally the performance of evolved programs is presented.

Czech abstract

In this contribution we present a method for object recognition in 2D scene. We use grammatical evolution to evolve a program to detect an object in scene and the second program which is responsible for recognition of detected object. We also describe developed software framework and we present some programs evolved by our system. Finally the performance of evolved programs is presented.

English abstract

In this contribution we present a method for object recognition in 2D scene. We use grammatical evolution to evolve a program to detect an object in scene and the second program which is responsible for recognition of detected object. We also describe developed software framework and we present some programs evolved by our system. Finally the performance of evolved programs is presented.

Keywords in Czech

počítačové vidění, rozpoznávání objektů, gramatická evoluce, učení

Keywords in English

computer vision, object recognition, grammatical evolution, learning

RIV year

2012

Released

19.06.2012

ISBN

978-80-214-4540-6

ISSN

1803-3814

Book

Mendel 2012

Volume

2012

Number

1

Edition number

2012

Pages from–to

82–87

Pages count

6

BIBTEX


@inproceedings{BUT93426,
  author="Jiří {Lýsek} and Jiří {Šťastný} and Arnošt {Motyčka},
  title="OBJECT RECOGNITION BY MEANS OF EVOLVED DETECTOR AND CLASSIFIER PROGRAM",
  booktitle="Mendel 2012",
  year="2012",
  volume="2012",
  number="1",
  month="June",
  pages="82--87",
  isbn="978-80-214-4540-6",
  issn="1803-3814"
}