Title :
Fuzzy statistics of digital images
Author :
Jawahar, C.V. ; Ray, A.K.
Author_Institution :
Dept. of Electron. & Electr. Commun. Eng., Indian Inst. of Technol., Kharagpur, India
Abstract :
The notion of first- and second-order fuzzy statistics of digital images is presented. Owing to the inherent imprecision in the gray values, fuzzy statistics have been observed to behave better in representing the spatial gray distribution in a digital image.
Keywords :
fuzzy set theory; image representation; statistical analysis; digital images; first order fuzzy statistics; fuzzy sets; gray values; image representation; second order fuzzy statistics; spatial gray distribution; Digital images; Fuzzy sets; Fuzzy systems; Histograms; Image analysis; Image texture analysis; Layout; Pixel; Statistical distributions; Statistics;
Journal_Title :
Signal Processing Letters, IEEE
