Publication detail

Preprocessing and classification of electroforetic gel image using dynamic time warping

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

Original Title

Preprocessing and classification of electroforetic gel image using dynamic time warping

English Title

Preprocessing and classification of electroforetic gel image using dynamic time warping

Type

conference paper

Language

en

Original Abstract

The automatization of a classification process of the electrophoresis gel image is a difficult task because the result depends on the quality of the gel image digitization, but also on imprecisions in a electrophoretic process. Our methodology proposes an approach of removing most of image distortions and also overcomes the problem of not uniform electrophoretic process.

English abstract

The automatization of a classification process of the electrophoresis gel image is a difficult task because the result depends on the quality of the gel image digitization, but also on imprecisions in a electrophoretic process. Our methodology proposes an approach of removing most of image distortions and also overcomes the problem of not uniform electrophoretic process.

Keywords

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

RIV year

2012

Released

30.05.2012

Publisher

Mendelova univerzita v Brně

Location

Brno

ISBN

978-80-7375-618-5

Book

Sborník - XII. Pracovní setkání fyzikálních chemiků a elektrochemiků

Pages from

280

Pages to

282

Pages count

3

BibTex


@inproceedings{BUT94725,
  author="Helena {Škutková} and Martin {Vítek} and René {Kizek} and Ivo {Provazník}",
  title="Preprocessing and classification of electroforetic gel image using dynamic time warping",
  annote="The automatization of a classification process of the electrophoresis gel image is a difficult task because the result depends on the quality of the gel image digitization, but also on imprecisions in a electrophoretic process. Our methodology proposes an approach of removing most of image distortions and also overcomes the problem of not uniform electrophoretic process.",
  address="Mendelova univerzita v Brně",
  booktitle="Sborník - XII. Pracovní setkání fyzikálních chemiků a elektrochemiků",
  chapter="94725",
  howpublished="print",
  institution="Mendelova univerzita v Brně",
  year="2012",
  month="may",
  pages="280--282",
  publisher="Mendelova univerzita v Brně",
  type="conference paper"
}