Publication detail

Preprocessing and Classification of Electrophoresis Gel Images Using Dynamic Time Warping

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

Original Title

Preprocessing and Classification of Electrophoresis Gel Images Using Dynamic Time Warping

English Title

Preprocessing and Classification of Electrophoresis Gel Images Using Dynamic Time Warping

Type

journal article - other

Language

en

Original Abstract

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.

English abstract

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.

Keywords

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

RIV year

2013

Released

01.02.2013

Pages from

1609

Pages to

1620

Pages count

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 - other"
}