UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 8 Issue 3
March-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2103363


Registration ID:
307259

Page Number

2845-2857

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Title

METHODOLOGY FOR COUNTING OF BLOOD CELLS AND DETECTION OF DISEASE BY USING BLOB DETECTION AND GLCM

Abstract

Blood cells both white and red are important part of the immune system. These cells help fight infections by attacking bacteria, viruses, and germs that invade the body. In this project , a Blob detection algorithm is used for the segmentation and counting of WBCs and RBCs. The separation of WBCs from RBCs was achieved by thresholding, and specific pre-processing steps were developed for each cell type. Counting was performed for each image using the proposed method based on blob detection, which automatically counted the cells. The Blob detection works exactly like human eye, which differentiates on the basis of various parameters like colour, shape, size, distance etc. The disease is been identified by extracting the features using GLCM. The Experimental results are performed using matlab tool

Key Words

WBC, RBC, Blob Detection, GLCM

Cite This Article

"METHODOLOGY FOR COUNTING OF BLOOD CELLS AND DETECTION OF DISEASE BY USING BLOB DETECTION AND GLCM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 3, page no.2845-2857, March-2021, Available :http://www.jetir.org/papers/JETIR2103363.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"METHODOLOGY FOR COUNTING OF BLOOD CELLS AND DETECTION OF DISEASE BY USING BLOB DETECTION AND GLCM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 3, page no. pp2845-2857, March-2021, Available at : http://www.jetir.org/papers/JETIR2103363.pdf

Publication Details

Published Paper ID: JETIR2103363
Registration ID: 307259
Published In: Volume 8 | Issue 3 | Year March-2021
DOI (Digital Object Identifier):
Page No: 2845-2857
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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