DocumentCode :
2835592
Title :
Method for Counting Microorganisms and Colonies in Microscopic Images
Author :
Barbedo, Jayme Garcia Arnal
Author_Institution :
Embrapa Inf. Agropecuaria, Campinas, Brazil
fYear :
2012
fDate :
18-21 June 2012
Firstpage :
83
Lastpage :
87
Abstract :
This paper presents a method to count microorganisms and colonies in microscopic images. The method uses a series of morphological operations to create a representation in which the objects of interest are easily isolated and counted. The proposal is successful in most cases, properly dealing with some difficult situations like when the sizes of the objects vary strongly and when there is low contrast between the objects and the background. Studies are underway in order to improve the performance of the method when dealing with strongly merged objects.
Keywords :
biology computing; image processing; microorganisms; object detection; optical microscopy; colonies counting; microorganisms counting; microscopic images; morphological operations; Digital images; Image analysis; Lighting; Microorganisms; Microscopy; Morphological operations; Support vector machines; Colonies; Microorganisms; Microscopic Digital Images; Object Counting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Science and Its Applications (ICCSA), 2012 12th International Conference on
Conference_Location :
Salvador
Print_ISBN :
978-1-4673-1691-0
Type :
conf
DOI :
10.1109/ICCSA.2012.23
Filename :
6257614
Link To Document :
بازگشت