Adaptive Neuro Fuzzy Inference System for White Blood Cell Classification

2nd International Conference on Innovative Research in Engineering and Technology (iCIRET2013), January 3-5, 2013

6 Pages Posted: 3 Oct 2013

See all articles by M. Gunasekaran

M. Gunasekaran

Department of MCA, Park College of Engineering and Technology

K.P. Rajesh

Park College of Engineering and Technology; Parks College

S. Karthik

Anna University - SNS College of Technology

Date Written: January 4, 2013

Abstract

This paper describes the practical application of Adaptive Neuro-Fuzzy Inference System (ANFIS) framework for classification of white blood cells. Differential count of the several types of white blood cells (WBC) in bone marrow smears is applied to assist find infection, anemia and leukemia or to observe the process of treatment. In this paper we represent a fuzzy Inference system approach to discover edge inside color bone marrow microscopic pictures, to get a solution for iteration level for image processing. In this paper, we investigate whether selective information about the nucleus only is sufficient to classify white blood cells. This is essential because partitioning of nucleus is very much simpler than the partitioning of the total cell, particularly in the bone marrow where the white blood cell density is really high.

Keywords: Anfis, white Blood Cells, Fuzzy Logic, Neural Network, Segmentation, Classification

Suggested Citation

Gunasekaran, M. and Rajesh, K.P. and Rajesh, K.P. and Karthik, S., Adaptive Neuro Fuzzy Inference System for White Blood Cell Classification (January 4, 2013). 2nd International Conference on Innovative Research in Engineering and Technology (iCIRET2013), January 3-5, 2013, Available at SSRN: https://ssrn.com/abstract=2335283 or http://dx.doi.org/10.2139/ssrn.2335283

M. Gunasekaran (Contact Author)

Department of MCA, Park College of Engineering and Technology ( email )

Kaniyur(PO)
Coimbatore
Coimbatore, 641659
India

K.P. Rajesh

Park College of Engineering and Technology ( email )

NH-47, Avinashi road
Kaniyur
Coimbatore, 641659
India

HOME PAGE: http://kprajesh.webs.com

Parks College ( email )

Palladamam road
Chinnakarai
Tirupur, TN 641605
India

S. Karthik

Anna University - SNS College of Technology ( email )

Sathy Main Road (NH-209)
Vazhiyampalayam, Saravanampatti Post
Coimbatore, Tamil Nadu 641 035
India

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