Detail publikačního výsledku

Bacterial pattern identification in near-infrared spectrum

KŘEPELKA, P.; PEREZ-RODRIGUEZ, F.; BARTUŠEK, K.

Originální název

Bacterial pattern identification in near-infrared spectrum

Anglický název

Bacterial pattern identification in near-infrared spectrum

Druh

Článek recenzovaný mimo WoS a Scopus

Originální abstrakt

Abstract. Microorganism identification, primary bacterial identification and pathogen detection, is important in a lot of microbial scientific areas (diagnosing of infection diseases, food protection). In this, the identification of the strains was performed by near infrared spectroscopy (wavelength from 900 nm to 2500 nm). Different techniques for classification (CVA,ANN…) were examined. It was reached to 100% accuracy on limited count of samples. Near Infrared (NIR) spectroscopy seems to be as suitable method for rapid bacteria identification. It can be used in a wide variety of food protection, medicine microbiology, bio-terrorism threats and environmental studies.

Anglický abstrakt

Abstract. Microorganism identification, primary bacterial identification and pathogen detection, is important in a lot of microbial scientific areas (diagnosing of infection diseases, food protection). In this, the identification of the strains was performed by near infrared spectroscopy (wavelength from 900 nm to 2500 nm). Different techniques for classification (CVA,ANN…) were examined. It was reached to 100% accuracy on limited count of samples. Near Infrared (NIR) spectroscopy seems to be as suitable method for rapid bacteria identification. It can be used in a wide variety of food protection, medicine microbiology, bio-terrorism threats and environmental studies.

Klíčová slova

Infrared imaging, spectroscopy, cells, absorption, Near infrared spectroscopy

Klíčová slova v angličtině

Infrared imaging, spectroscopy, cells, absorption, Near infrared spectroscopy

Autoři

KŘEPELKA, P.; PEREZ-RODRIGUEZ, F.; BARTUŠEK, K.

Vydáno

17.09.2014

Nakladatel

Lublin University of Technology

Místo

Lublin

ISSN

2083-0157

Periodikum

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska

Svazek

4

Číslo

3

Stát

Polská republika

Strany od

58

Strany do

60

Strany počet

3

URL

https://ph.pollub.pl/index.php/iapgos/article/view/1235

Plný text v Digitální knihovně

http://hdl.handle.net/11012/201716

BibTex

@article{BUT110141,
  author="Pavel {Křepelka} and Fernando {Perez-Rodriguez} and Karel {Bartušek}",
  title="Bacterial pattern identification in near-infrared spectrum",
  journal="Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska",
  year="2014",
  volume="4",
  number="3",
  pages="58--60",
  doi="10.5604/20830157.1121369",
  issn="2083-0157",
  url="https://ph.pollub.pl/index.php/iapgos/article/view/1235"
}