UGC Approved Journal no 63975

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

Volume 5 Issue 7
July-2018
eISSN: 2349-5162

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

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Published Paper ID:
JETIRC006161


Registration ID:
183716

Page Number

910-915

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Title

BREAST CANCER IDENTIFICATION USING IMAGE PROCESSING AND NEURO FUZZY CLASSIFIER

Abstract

Computer aided medical analysis is the upcoming trend in tumour diagnosis. One of the most powerful techniques for early detection of breast cancer is based on digital mammogram. In order to detect the breast cancer, the radiologist usually searches the mammograms visually for specific abnormalities. This project presents a suitable solution for identifying the presence of tumours using image processing methods and a fuzzy classifier. The proposed method uses MATLAB for applying GABOR filter space, which is the artificial visual cortex system and computation of GLCM. In verilog the presence of parallel multiplication and accumulation units make the physical size of filter bank heavy which can be optimized by constructing the same filter bank with MATLAB. This works aims at lossless compression of medical images using lifting scheme, feature extraction using GLCM and then finding optimal combination of features for the neuro fuzzy classifier.

Key Words

Mammograms ,Gabor Filter, GLCM, Neuro fuzzy classifier

Cite This Article

"BREAST CANCER IDENTIFICATION USING IMAGE PROCESSING AND NEURO FUZZY CLASSIFIER", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 7, page no.910-915, July-2018, Available :http://www.jetir.org/papers/JETIRC006161.pdf

ISSN


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

"BREAST CANCER IDENTIFICATION USING IMAGE PROCESSING AND NEURO FUZZY CLASSIFIER", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 7, page no. pp910-915, July-2018, Available at : http://www.jetir.org/papers/JETIRC006161.pdf

Publication Details

Published Paper ID: JETIRC006161
Registration ID: 183716
Published In: Volume 5 | Issue 7 | Year July-2018
DOI (Digital Object Identifier):
Page No: 910-915
Country: NELLORE, ANDHRA PRADESH, India .
Area: Engineering
ISSN Number: 2349-5162


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