UGC Approved Journal no 63975(19)

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

Volume 6 Issue 3
March-2019
eISSN: 2349-5162

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

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Published Paper ID:
JETIRAK06068


Registration ID:
200963

Page Number

341-344

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Title

LUNG CANCER DETECTION USING IMAGE ENHANCEMENT AND SVM TECHNIQUE

Abstract

Among all other types of cancer, Lung Cancer is one of the most common causes of death throughout the world. It is necessary to get proper treatment on time, to reduce death rate of people in the world. In the existing technique, only the lung cancer detection process is carried out by using region based segmentation process. But the diagnosis not performed to identify the stage of lung cancer also any one type of image such as CT or MRI image is given as input. The drawbacks of existing methods are time consumption is more and less accurate to overcome this problem Segmentation Technique is to be applied in the proposed technique, It used to separate various region in an image using Segmented area. Image Fusion technique supplied to combined CT and MRI image also new image enhancement technique with new morphology operation is introduced to improve the accuracy of detection. After the texture and shape feature are extracted. Finally, SVM classification is performed to identify the stages of lung cancer. The proposed lung cancer detection and diagnosis method offers high accuracy, low complexity.

Key Words

CT, MRI, Image fusion, Segmentation, Image enhancement, Morphology operation, SVM classification.

Cite This Article

"LUNG CANCER DETECTION USING IMAGE ENHANCEMENT AND SVM TECHNIQUE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 3, page no.341-344, March-2019, Available :http://www.jetir.org/papers/JETIRAK06068.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

"LUNG CANCER DETECTION USING IMAGE ENHANCEMENT AND SVM TECHNIQUE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 3, page no. pp341-344, March-2019, Available at : http://www.jetir.org/papers/JETIRAK06068.pdf

Publication Details

Published Paper ID: JETIRAK06068
Registration ID: 200963
Published In: Volume 6 | Issue 3 | Year March-2019
DOI (Digital Object Identifier):
Page No: 341-344
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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