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Title: A novel intuitionistic fuzzy approach for tumour/hemorrhage detection in medical images
Authors: Chaira, Tamalika
Anand, Sneh
Keywords: Clustering;Edge detection;Hesitation degree;Histogram thresholding;Intuitionistic fuzzy set (IFS)
Issue Date: Jun-2011
Publisher: NISCAIR-CSIR, India
Abstract: This study presents a novel method to detect edges that clusters, thresholds, and then detects edges of tumour/ hemorrhageregion using intuitionistic fuzzy set theory. Clustering segments image into several clusters and histogram thresholding eliminatesunwanted clusters that are not related to tumour/hemorrhage region. Finally, image is edge detected, where a clear boundary isobtained. Proposed method performs better than existing edge detection methods.
Page(s): 427-434
ISSN: 0975-1084 (Online); 0022-4456 (Print)
Appears in Collections:JSIR Vol.70(06) [June 2011]

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