Detail publikace

Preprocessing and Classification of Electrophoresis Gel Images Using Dynamic Time Warping

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

Originální název

Preprocessing and Classification of Electrophoresis Gel Images Using Dynamic Time Warping

Typ

článek v časopise - ostatní, Jost

Jazyk

angličtina

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.

Klíčová slova

: gel electrophoresis, cluster analysis, taxonomy, dynamic time warping, lane detection, geometric distortion, contrast adjustment, median filtering

Autoři

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

Rok RIV

2013

Vydáno

1. 2. 2013

ISSN

1452-3981

Periodikum

INTERNATIONAL JOURNAL OF ELECTROCHEMICAL SCIENCE

Ročník

2013(8)

Číslo

2

Stát

Srbská republika

Strany od

1609

Strany do

1620

Strany počet

11

BibTex

@article{BUT98819,
  author="Helena {Vítková} and Martin {Vítek} and Soňa {Křížková} and René {Kizek} and Valentine {Provazník}",
  title="Preprocessing and Classification of Electrophoresis Gel Images Using Dynamic Time Warping",
  journal="INTERNATIONAL JOURNAL OF ELECTROCHEMICAL SCIENCE",
  year="2013",
  volume="2013(8)",
  number="2",
  pages="1609--1620",
  issn="1452-3981"
}