A New Blood Cell Recognition Algorithm Based On Directed Vector Method

Engin AVCI; Resul ÇÖTELİ; Turker TUNCER; Esin DOĞANTEKİN

Makale detayları

A New Blood Cell Recognition Algorithm Based On Directed Vector Method

Yazarlar:

Engin AVCI | Resul ÇÖTELİ | Turker TUNCER | Esin DOĞANTEKİN

Yayıncı:

Nobel Bilim ve Araştırma Merkezi Limited

Dergi:

Journal of Applied Biological Sciences 2015 Vol.9 Issue 3, pp.18-20

Belge Tipi:

Makale

Yayın Tarihi:

10/2015

Belge Dili:

Türkçe

Document ID (Org No.):

2000831199

Sıklık:

Üç Yıllık

eISSN:

2146-0108

Özet:

 

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.

Makale detayları

A New Blood Cell Recognition Algorithm Based On Directed Vector Method

Yazarlar: Engin AVCI | Resul ÇÖTELİ | Turker TUNCER | Esin DOĞANTEKİN

Yayıncı: Nobel Bilim ve Araştırma Merkezi Limited

Dergi: Journal of Applied Biological Sciences 2015 Vol.9 Issue 3, pp.18-20

Belge Tipi: Makale

Yayın Tarihi: 10/2015

Belge Dili: Türkçe

Document ID (Org No.): 2000831199

Sıklık: Üç Yıllık

eISSN: 2146-0108

Sayı

Yazarlar:

Engin AVCI | Resul ÇÖTELİ | Turker TUNCER | Esin DOĞANTEKİN

Yayıncı:

Nobel Bilim ve Araştırma Merkezi Limited

Dergi:

Journal of Applied Biological Sciences 2015 Vol.9 Issue 3, pp.18-20

Belge Tipi:

Makale

Yayın Tarihi:

10/2015

Belge Dili:

Türkçe

Document ID (Org No.):

2000831199

Sıklık:

Üç Yıllık

eISSN:

2146-0108