Publication result 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

Peer-reviewed article not indexed in WoS or Scopus

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

Key words in English

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

Authors

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

RIV year

2014

Released

01.02.2013

ISBN

1452-3981

Periodical

International Journal of Electrochemical Science

Volume

2013(8)

Number

2

State

Republic of Serbia

Pages from

1609

Pages to

1620

Pages count

11

BibTex

@article{BUT98819,
  author="Helena {Vítková} and Martin {Vítek} and Soňa {Křížková} and René {Kizek} and Valentýna {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"
}