A New Blood Cell Recognition Algorithm Based On Directed Vector Method

Engin Avcı; Resul Çöteli; Turker Tuncer; Esin Doğantekin

A New Blood Cell Recognition Algorithm Based On Directed Vector Method

Year 2015, Volume: 9 Issue: 3, 18 - 20, 01.11.2015

Engin Avcı Resul Çöteli Turker Tuncer Esin Doğantekin

Abstract

Nowadays, various methods are used to automatic count and recognize the blood cells in microscopic images. In detection and diagnosis of illnesses, the number of cells in the blood and determination of types of these cells is very important topics. 5 types of white blood cells, a red blood cell and platelet cell are located in human blood. In this paper, a new algorithm based on directed vector method is presented for blood cells recognition in images. In the pre-processing step of this algorithm, some image processing operators are used such as noise removal, thresholding and edge extraction methods. In feature extraction step, 8-way vector chain code and statistical characteristics are used. In classifier step, multilayer perception (MLP) artificial neural network (ANN) is used. The obtained results are satisfactory

Keywords

Automatic Blood Cell Counting, Multilayer Perception (MLP) Artificial Neural Network (ANN), Directed Vector Method

Year 2015, Volume: 9 Issue: 3, 18 - 20, 01.11.2015

Engin Avcı Resul Çöteli Turker Tuncer Esin Doğantekin

Abstract

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Details

Other ID	JA85PC29SF
Journal Section	Research Article
Authors	Engin Avcı This is me Resul Çöteli This is me Turker Tuncer This is me Esin Doğantekin This is me
Publication Date	November 1, 2015
Published in Issue	Year 2015 Volume: 9 Issue: 3

Cite

APA	Avcı, E., Çöteli, R., Tuncer, T., Doğantekin, E. (2015). A New Blood Cell Recognition Algorithm Based On Directed Vector Method. Journal of Applied Biological Sciences, 9(3), 18-20.
AMA	Avcı E, Çöteli R, Tuncer T, Doğantekin E. A New Blood Cell Recognition Algorithm Based On Directed Vector Method. J.appl.biol.sci. November 2015;9(3):18-20.
Chicago	Avcı, Engin, Resul Çöteli, Turker Tuncer, and Esin Doğantekin. “A New Blood Cell Recognition Algorithm Based On Directed Vector Method”. Journal of Applied Biological Sciences 9, no. 3 (November 2015): 18-20.
EndNote	Avcı E, Çöteli R, Tuncer T, Doğantekin E (November 1, 2015) A New Blood Cell Recognition Algorithm Based On Directed Vector Method. Journal of Applied Biological Sciences 9 3 18–20.
IEEE	E. Avcı, R. Çöteli, T. Tuncer, and E. Doğantekin, “A New Blood Cell Recognition Algorithm Based On Directed Vector Method”, J.appl.biol.sci., vol. 9, no. 3, pp. 18–20, 2015.
ISNAD	Avcı, Engin et al. “A New Blood Cell Recognition Algorithm Based On Directed Vector Method”. Journal of Applied Biological Sciences 9/3 (November 2015), 18-20.
JAMA	Avcı E, Çöteli R, Tuncer T, Doğantekin E. A New Blood Cell Recognition Algorithm Based On Directed Vector Method. J.appl.biol.sci. 2015;9:18–20.
MLA	Avcı, Engin et al. “A New Blood Cell Recognition Algorithm Based On Directed Vector Method”. Journal of Applied Biological Sciences, vol. 9, no. 3, 2015, pp. 18-20.
Vancouver	Avcı E, Çöteli R, Tuncer T, Doğantekin E. A New Blood Cell Recognition Algorithm Based On Directed Vector Method. J.appl.biol.sci. 2015;9(3):18-20.