DocumentCode
1332767
Title
Fuzzy pattern spectrum as a texture descriptor
Author
Ghadiali, M. ; Poon, J.C.H. ; Siu, W.C.
Author_Institution
Dept. of Electron. Eng., Hong Kong Polytech. Univ., Hong Kong
Volume
32
Issue
19
fYear
1996
fDate
9/12/1996 12:00:00 AM
Firstpage
1772
Lastpage
1773
Abstract
The authors introduce a novel descriptor for texture classification, namely the fuzzy pattern spectrum (FPS). Essentially, the FPS is a novel extension of the traditional morphological pattern spectrum, the significant advantage being its effectiveness in quantifying spatial uncertainty in images. A texture classification experiment is discussed to show the usefulness of the FPS wherein a classification accuracy of 94% is achieved
Keywords
fuzzy set theory; image classification; image texture; mathematical morphology; fuzzy pattern spectrum; imaage classification; mathematical morphology; spatial uncertainty; texture descriptor;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19961176
Filename
533575
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