International Journal of Electrical and Computer Engineering
Vol 13, No 3: June 2023

Semi-automatic model to colony forming units counting

Jesus Emilio Pinto-Lopera (University of the Amazon)
Diana Carolina Meneses-Cabezas (Universidad Católica de Manizales)
Yuliana Zapata-Serna (Universidad Católica de Manizales)
Yeison Alberto Garces-Gomez (Universidad Católica de Manizales)



Article Info

Publish Date
01 Jun 2023

Abstract

Colony forming units counting is a conventional process carry out in bacteriological laboratories, and it is used to follow the behavior of bacteria in different conditions. Currently exist different systems, automatic or semi-automatic, to counting colony forming units exits, but, in general, many laboratories continue using manual counting, which consumes considerable time and effort from researchers and laboratory employees. This paper presents a mathematical model carry out to segment the colony forming units and, in this way, counting them from a digital image of the sample. The method uses the color space information of some points in the image and shows good behavior for images with many or few colony forming units in the sample, according to manual counting. The results show efficiencies close to 98% with MacConkey agar.

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Journal Info

Abbrev

IJECE

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

International Journal of Electrical and Computer Engineering (IJECE, ISSN: 2088-8708, a SCOPUS indexed Journal, SNIP: 1.001; SJR: 0.296; CiteScore: 0.99; SJR & CiteScore Q2 on both of the Electrical & Electronics Engineering, and Computer Science) is the official publication of the Institute of ...