TY - JOUR
T1 - Fuzzy similarity measure-based hybrid image filter for color image restoration
T2 - Multimethodology evolutionary computation
AU - Guo, Shu Mei
AU - Yang, Chin Chang
N1 - Funding Information:
This work was supported by the National Science Council of Republic of China under Contract No. NSC97–2221-E-006– 156.
PY - 2011/7
Y1 - 2011/7
N2 - A fuzzy similarity measure-based hybrid image filter (FHF) is proposed for color image restoration in this paper. Operation is carried out in three steps: parameter optimization, hybrid image filter setup, and image restoration. For parameter optimization, a multimethodology evolutionary computation (MMEC) is presented for realparameter optimization problems. Then, FHF with a fuzzy-based similarity measure is introduced for noise reduction. Finally, a color image is restored with an experience-based construction of FHF which has been optimized via MMEC. Experimental results show the proposed FHF achieves a high peak signal-to-noise ratio and mean structural similarity by effectively reducingGaussian, impulse, and mixed-noise.
AB - A fuzzy similarity measure-based hybrid image filter (FHF) is proposed for color image restoration in this paper. Operation is carried out in three steps: parameter optimization, hybrid image filter setup, and image restoration. For parameter optimization, a multimethodology evolutionary computation (MMEC) is presented for realparameter optimization problems. Then, FHF with a fuzzy-based similarity measure is introduced for noise reduction. Finally, a color image is restored with an experience-based construction of FHF which has been optimized via MMEC. Experimental results show the proposed FHF achieves a high peak signal-to-noise ratio and mean structural similarity by effectively reducingGaussian, impulse, and mixed-noise.
UR - http://www.scopus.com/inward/record.url?scp=80055049212&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80055049212&partnerID=8YFLogxK
U2 - 10.1117/1.3626843
DO - 10.1117/1.3626843
M3 - Article
AN - SCOPUS:80055049212
SN - 1017-9909
VL - 20
JO - Journal of Electronic Imaging
JF - Journal of Electronic Imaging
IS - 3
M1 - 033015
ER -