@article{ART001714796},
author={Kim, Kwang-baek and Lee, Byung-kwan},
title={Color Image Filter using an Enhanced Fuzzy Method},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2012},
volume={17},
number={11},
pages={27-32}
TY - JOUR
AU - Kim, Kwang-baek
AU - Lee, Byung-kwan
TI - Color Image Filter using an Enhanced Fuzzy Method
JO - Journal of The Korea Society of Computer and Information
PY - 2012
VL - 17
IS - 11
PB - The Korean Society Of Computer And Information
SP - 27
EP - 32
SN - 1598-849X
AB - In this paper, we propose a fuzzymethod that improves the existing problemof the fuzzy filtering algorithm.
The proposed fuzzy filtering algorithmseparates R, G, and B channels fromthe color image.Mask information was extracted fromseparated channels and the brightness of themean value andmedian value for channels was applied in the function of the proposed fuzzymethod to calculate themembership and achieve application in the inference rule. Also, themembership degrees of R, G, and Bwere used to distinguish the possibility of noise. The proposed fuzzymethod selected three membership functions. If noise is distinguished, the noise is eliminated by selecting the median value or mean value as the relevant pixel value according to the degree of noise. By applying the proposedmethod in color images, it was verified that the proposedmethod is more effective in eliminating noise when compared with the conventional fuzzy filtering method.
KW - Fuzzy filtering;Membership function;Mask information;Inference rule
DO -
UR -
ER -
Kim, Kwang-baek and Lee, Byung-kwan. (2012). Color Image Filter using an Enhanced Fuzzy Method. Journal of The Korea Society of Computer and Information, 17(11), 27-32.
Kim, Kwang-baek and Lee, Byung-kwan. 2012, "Color Image Filter using an Enhanced Fuzzy Method", Journal of The Korea Society of Computer and Information, vol.17, no.11 pp.27-32.
Kim, Kwang-baek, Lee, Byung-kwan "Color Image Filter using an Enhanced Fuzzy Method" Journal of The Korea Society of Computer and Information 17.11 pp.27-32 (2012) : 27.
Kim, Kwang-baek, Lee, Byung-kwan. Color Image Filter using an Enhanced Fuzzy Method. 2012; 17(11), 27-32.
Kim, Kwang-baek and Lee, Byung-kwan. "Color Image Filter using an Enhanced Fuzzy Method" Journal of The Korea Society of Computer and Information 17, no.11 (2012) : 27-32.
Kim, Kwang-baek; Lee, Byung-kwan. Color Image Filter using an Enhanced Fuzzy Method. Journal of The Korea Society of Computer and Information, 17(11), 27-32.
Kim, Kwang-baek; Lee, Byung-kwan. Color Image Filter using an Enhanced Fuzzy Method. Journal of The Korea Society of Computer and Information. 2012; 17(11) 27-32.
Kim, Kwang-baek, Lee, Byung-kwan. Color Image Filter using an Enhanced Fuzzy Method. 2012; 17(11), 27-32.
Kim, Kwang-baek and Lee, Byung-kwan. "Color Image Filter using an Enhanced Fuzzy Method" Journal of The Korea Society of Computer and Information 17, no.11 (2012) : 27-32.