Title :
A fuzzy smoother for the enhancement of noisy images
Author :
Pennino, L. ; Mancuso, Massimo ; De Luca, Ruggero
Author_Institution :
Corp. Adv. Syst. Architecture, S.G.S.-Thomson Microelectronics, Agrate Brianza, Italy
Abstract :
A fuzzy based algorithm for the enhancement of noisy images is presented. Fuzzy techniques are used not only for the smoothing action, but also for understanding the image topology. In such a way good filtering performances are achieved and high-pass information is preserved. Simulation results are also provided to demonstrate the effectiveness of the proposed algorithm
Keywords :
fuzzy set theory; image enhancement; noise; smoothing methods; fuzzy smoother; high-pass information; image topology understanding; noisy image enhancement; Employment; Fuzzy systems; Gaussian noise; Information filtering; Information filters; Microelectronics; Noise reduction; Nonlinear filters; Smoothing methods; Topology;
Conference_Titel :
Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
Conference_Location :
Yokohama
Print_ISBN :
0-7803-2461-7
DOI :
10.1109/FUZZY.1995.409956
