A new measure using intuitionistic fuzzy set theory and its application to edge detection

Authors:
Tamalika Chaira;A. K. Ray
Affiliations:
Department of Electronics and ECE, Indian Institute of Technology, Kharagpur 721302, India;Department of Electronics and ECE, Indian Institute of Technology, Kharagpur 721302, India
Venue:
Applied Soft Computing
Year:
2008

Citing 12
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Abstract

In this paper, a new attempt has been made using Attanassov's intuitionistic fuzzy set theory for image edge detection. Intuitionistic fuzzy set takes into account the uncertainty in assignment of membership degree known as hesitation degree. Also a new distance measure, called intuitionistic fuzzy divergence, has been proposed. With this proposed distance measure, edge detection is carried out, and the results are found better with respect to the previous methods.