DocumentCode
669821
Title
Fuzzy morpholgogy with Fuzzy adaptive structuring element and its application
Author
Kikuchi, Takashi
Author_Institution
Dept. Inf. & Electron., Polytech. Univ., Tokyo, Japan
fYear
2013
fDate
12-15 Nov. 2013
Firstpage
275
Lastpage
278
Abstract
Fuzzy mathematical morphology is generally a characteristic extraction method from an Ambiguous image. Fuzzy mathematical morphology is a set theoretic operation of object image and structuring element that have a shape and value. The structuring element´s size, shape, and the value need to be selected before the operation, and the result of the selection will influence the applied image. In this paper, we show an end-face inspection example of fiber-connector using Fuzzy mathematical morphology using Fuzzy adaptive structuring element. Fuzzy Adaptive Structuring Element determines shapes, size and values of structuring element automatically by searching for the local region in an input image. The results show that the Fuzzy adaptive structuring element is sensitive to ambiguous images and useful for automatic inspection systems using fuzzy morphology and is effective for extraction characteristics.
Keywords
feature extraction; fuzzy set theory; mathematical morphology; ambiguous image; automatic inspection system; characteristic extraction method; end face inspection; fiber connector; fuzzy adaptive structuring element; fuzzy mathematical morphology; set theoretic operation; Connectors; Feature extraction; Inspection; Morphology; Optical fibers; Optical imaging; Shape; Charateristic Extraction; End-face inspection; Fuzzy Adaptive Structuring Element; Fuzzy Morphology; Optical fiber connector;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Signal Processing and Communications Systems (ISPACS), 2013 International Symposium on
Conference_Location
Naha
Print_ISBN
978-1-4673-6360-0
Type
conf
DOI
10.1109/ISPACS.2013.6704560
Filename
6704560
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