A New Blood Cell Recognition Algorithm Based On Directed Vector Method

Volume: 9 Number: 3 November 1, 2015
  • Engin Avcı
  • Resul Çöteli
  • Turker Tuncer
  • Esin Doğantekin
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Journal of Applied Biological Sciences
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A New Blood Cell Recognition Algorithm Based On Directed Vector Method

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

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Primary Language

English

Subjects

-

Journal Section

-

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

Submission Date

November 1, 2015

Acceptance Date

-

Published in Issue

Year 2015 Volume: 9 Number: 3

IZ

https://izlik.org/JA35UZ43TU

Cite

RIS / Bibtex
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. https://izlik.org/JA35UZ43TU
AMA
1.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. https://izlik.org/JA35UZ43TU
Chicago
Avcı, Engin, Resul Çöteli, Turker Tuncer, and Esin Doğantekin. 2015. “A New Blood Cell Recognition Algorithm Based On Directed Vector Method”. Journal of Applied Biological Sciences 9 (3): 18-20. https://izlik.org/JA35UZ43TU.
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
[1]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, Nov. 2015, [Online]. Available: https://izlik.org/JA35UZ43TU
ISNAD
Avcı, Engin - Çöteli, Resul - Tuncer, Turker - Doğantekin, Esin. “A New Blood Cell Recognition Algorithm Based On Directed Vector Method”. Journal of Applied Biological Sciences 9/3 (November 1, 2015): 18-20. https://izlik.org/JA35UZ43TU.
JAMA
1.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, Nov. 2015, pp. 18-20, https://izlik.org/JA35UZ43TU.
Vancouver
1.Engin Avcı, Resul Çöteli, Turker Tuncer, Esin Doğantekin. A New Blood Cell Recognition Algorithm Based On Directed Vector Method. J.appl.biol.sci. [Internet]. 2015 Nov. 1;9(3):18-20. Available from: https://izlik.org/JA35UZ43TU