DocumentCode
1403451
Title
Fuzzy homogeneity approach to multilevel thresholding
Author
Cheng, H.D. ; Chen, C.H. ; Chiu, H.H. ; Xu, Huijuan
Author_Institution
Dept. of Comput. Sci., Utah State Univ., Logan, UT, USA
Volume
7
Issue
7
fYear
1998
fDate
7/1/1998 12:00:00 AM
Firstpage
1084
Lastpage
1086
Abstract
The spatial ambiguity among pixels has inherent vagueness rather than randomness, therefore, the conventional methods might not work well. We propose fuzzy homogeneity vectors to handle the greyness and spatial uncertainties among pixels, and to perform multilevel thresholding. The experimental results prove that the proposed approach works better than the histogram-based algorithms
Keywords
entropy; fuzzy set theory; image texture; experimental results; fuzzy entropy; fuzzy homogeneity vectors; greyness uncertainty; histogram-based algorithms; image texture; multilevel thresholding; pixels; spatial ambiguity; spatial uncertainty; Computer science; Entropy; Fuzzy set theory; Histograms; Image processing; Pixel; Set theory; Uncertainty;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/83.701171
Filename
701171
Link To Document