DocumentCode
2207020
Title
Automatic image segmentation using fuzzy sets
Author
Tobias, Orlando J. ; Seara, Rui ; Soares, Flavio A P
Author_Institution
Dept. de Engenharia Eletrica, Univ. Federal de Santa Catarina, Florianopolis, Brazil
Volume
2
fYear
1995
fDate
13-16 Aug 1995
Firstpage
921
Abstract
We present a new method for image segmentation based on histogram thresholding by means of a fuzzy set theoretical measure. The threshold is calculated by measuring the index of fuzziness of background and object sets. The algorithm developed has been used with success in cases of image segmentation with bimodal and multimodal histograms
Keywords
computer vision; fuzzy set theory; image classification; image segmentation; background sets; bimodal histograms; fuzzy sets; histogram thresholding; image segmentation; index of fuzziness; multimodal histograms; object sets; Application software; Computational complexity; Computer vision; Fuzzy set theory; Fuzzy sets; Histograms; Image segmentation; Instruments; Laboratories; Layout;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1995., Proceedings., Proceedings of the 38th Midwest Symposium on
Conference_Location
Rio de Janeiro
Print_ISBN
0-7803-2972-4
Type
conf
DOI
10.1109/MWSCAS.1995.510240
Filename
510240
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