Detail publikace

Předzpracování a klasifikace obrazu z gelové elektroforézy pomocí dynamického borcení časové osy

ŠKUTKOVÁ, H. VÍTEK, M. KŘÍŽKOVÁ, S. KIZEK, R. PROVAZNÍK, I.

Originální název

Preprocessing and Classification of Electrophoresis Gel Images Using Dynamic Time Warping

Český název

Předzpracování a klasifikace obrazu z gelové elektroforézy pomocí dynamického borcení časové osy

Anglický název

Preprocessing and Classification of Electrophoresis Gel Images Using Dynamic Time Warping

Typ

článek v časopise

Jazyk

en

Originální abstrakt

The automation of a classification process of electrophoresis gel images is a difficult task. The result highly depends on quality of gel image digitization and on imprecisions in an electrophoretic process. The methodology proposed in the paper helps to remove most of gel image distortions and effectively overcomes the problem of non-uniform electrophoretic process.

Český abstrakt

The automation of a classification process of electrophoresis gel images is a difficult task. The result highly depends on quality of gel image digitization and on imprecisions in an electrophoretic process. The methodology proposed in the paper helps to remove most of gel image distortions and effectively overcomes the problem of non-uniform electrophoretic process.

Anglický abstrakt

The automation of a classification process of electrophoresis gel images is a difficult task. The result highly depends on quality of gel image digitization and on imprecisions in an electrophoretic process. The methodology proposed in the paper helps to remove most of gel image distortions and effectively overcomes the problem of non-uniform electrophoretic process.

Klíčová slova

gelová elektroforéza, shluková analýza, taxonomie, delekce linií, dynamické borcení časové osy, geometrické zkreslení, úprava kontrastu, mediánová filtrace

Rok RIV

2013

Vydáno

01.02.2013

Strany od

1609

Strany do

1620

Strany počet

11

BibTex


@article{BUT98819,
  author="Helena {Škutková} and Martin {Vítek} and Soňa {Křížková} and René {Kizek} and Ivo {Provazník}",
  title="Preprocessing and Classification of Electrophoresis Gel Images Using Dynamic Time Warping",
  annote="The automation of a classification process of electrophoresis gel images is a difficult task. The result highly depends on quality of gel image digitization and on imprecisions in an electrophoretic process. The methodology proposed in the paper helps to remove most of gel image distortions and effectively overcomes the problem of non-uniform electrophoretic process.",
  chapter="98819",
  number="2",
  volume="2013(8)",
  year="2013",
  month="february",
  pages="1609--1620",
  type="journal article"
}