Detail publikačního výsledku

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

Paper in proceedings (conference paper)

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

Key words in English

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

Authors

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

RIV year

2013

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

Full text in the Digital Library

http://hdl.handle.net/

BibTex

@inproceedings{BUT94725,
  author="Helena {Vítková} and Martin {Vítek} and René {Kizek} and Valentýna {Provazník}",
  title="Preprocessing and classification of electroforetic gel image using dynamic time warping",
  booktitle="Sborník - XII. Pracovní setkání fyzikálních chemiků a elektrochemiků",
  year="2012",
  pages="280--282",
  publisher="Mendelova univerzita v Brně",
  address="Brno",
  isbn="978-80-7375-618-5"
}